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Publications 2002-2006
To access the old publications, please click in the table below:
| Phase | Name | Scientific papers With peer review |
Scientific papers Without peer review |
Books | Reports |
| Phase 2 (2006) |
DMA | Click here | |||
| AP | |||||
| MPR | |||||
| MCA | |||||
| HMI | |||||
| ISD | |||||
| BMI | |||||
| Phase 1 (2002 - 2005) |
ACP | ||||
| DI | |||||
| DS | |||||
| IIR | |||||
| IP | |||||
| MDM | |||||
| MI | |||||
| SA | |||||
| SP | |||||
Scientific papers with peer review
IM2 Phase II
IM2.AP
- Guillaume
Lathoud, Julien Bourgeois, and Jürgen Freudenberger, "Sector-Based
Detection for Hands-Free Speech Enhancement in Cars", in
"EURASIP Journal on Applied Signal Processing, Special Issue on Advances
in Multimicrophone Speech Processing", 2006.
- Hemant
Misra, Jithendra Vepa and Herve Bourlard, "Multi-stream ASR: An
oracle perspective", to appear in Interspeech'06 (ICSLP),
- Hamed
Ketabdar, Jithendra Vepa, Samy Bengio and Herve Bourlard, "Posterior
Based Keyword Spotting with A Priori Thresholds", to appear in
Interspeech'06 (ICSLP),
- Guillermo
Aradilla, Jithendra Vepa, and Herve Bourlard, "Using Posterior-Based
Features in Template Matching for Speech Recognition", to appear in
Interspeech'06 (ICSLP), Pennsylvania, September 2006.
- John
Dines, Jithendra Vepa, Thomas Hain, "The segmentation of
multi-channel meeting recordings for automatic speech recognition",
to appear in Interspeech'06 (ICSLP), 2006.
- Johnny
Marièthoz and Samy Bengio, "A Max Kernel For Text-Independent Speaker
Verification Systems, Second Workshop on Multimodal User
Authentication", MMUA, 2006.
- "Darren
Moore, John Dines, Mathew Magimai Doss, Jithendra Vepa, Octavian Cheng and
Thomas Hain, ""Juicer, A Weighted Finite State Transducer speech
decoder"", in proceedings of MLMI, May 2006.
- A
Weighted Finite State Transducer speech decoder"", in
proceedings of MLMI, May 2006."
- Petr
Fousek and Hynek Hymansky, "Towards ASR based on hierarchical
posterior-based keyword recognition", to appear in ICASSP 2006,
- Hamed
Ketabdar, Jithendra Vepa, Samy Bengio and Herve Boulard, "Using more
informative posterior probabilities for speech recognition", in
proceedings of ICASSP 2006,
- G.
Lathoud, M. Magimai.-Doss and Gerve Bourlard, "Threshold selection
for unsupervised detection with an application to microphone arrays",
in proceedings of ICASSP 2006,
- Guillermo
Aradilla, Jithendra Vepa and Herve Bourlad, "Using Pitch as Prior
Knowledge in Template-Based Speech Recognition", in proceedings of
ICASSP 2006, Toulouse France.
- Guillaume
Lathoud, Mathew Magimai.-Doss, Bertrand Mesot and Hervé Bourlard,
"Unsupervised Spectral Subtraction for Noise-Robust ASR",
published in Proceedings of ASRU’06, December 2005.
- X.
Anguera, C. Wooters, and J. Hernando, "Friends and Enemies: A Novel
Initialization for Speaker Diarization", to appear in Interspeech'06
(ICSLP),
- X.
Anguera, C. Wooters, and J. Pardo, "Robust Speaker Diarization for
Meetings: ICSI RT06s evaluation system", to appear in Interspeech'06
(ICSLP),
- Kofi
Boakye and Andreas Stolcke, "Improved Speech Activity Detection Using
Cross-Channel Features for Recognition of Multiparty Meetings", to
appear in Interspeech'06 (ICSLP),
- Ozgur
Cetin and Elizabeth Shriberg, "Analysis of Overlaps in Meetings by
Dialog Factors, Hot Spots, Speakers, and Collection Site: Insights for
Automatic Speech Recognition", to appear in Interspeech'06 ICSLP),
- Gallardo-Antolin,
X. Anguera, and C. Wooters, "Multi-Stream Speaker Diarization Systems
for the Meetings Domain", to appear in Interspeech'06 (ICSLP),
- Andrew
O. Hatch, Sachin Kajarekar, Andreas Stolcke, "Within-class Covariance
Normalization for SVM-based Speaker Recognition", to appear in
Interspeech'06 (ICSLP),
- J.
Pardo, X. Anguera, C. Wooters, "Speaker Diarization for Multiple Distant
Microphone Meetings: Mixing Acoustic Features And Inter-Channel Time
Differences", to appear in Interspeech'06 (ICSLP),
- S.
Stenchikova, D. Hakkani-Tur, G. Tur., "QASR: Question Answering Using
Semantic Roles for Speech Interface", to appear in Interspeech'06
(ICSLP),
- M.
Zimmerman, D. Hakkani-Tur, J. Fung, N. Mirghafori, L. Gottlieb, E.
Shriberg, Y.Liu, "The ICSI+ Muilti-lingual Sentence Segmentation
System", to appear in Interspeech'06 (ICSLP), Pittsburgh, U.S.A.,
2006.
- Kolar
J.,Shriberg E., Liu Y., "On Speaker-Specific Prosodic Models for
Automatic Dialog Act Segmentation of Multi-Party Meetings", to appear
in Interspeech'06 (ICSLP),
- O.
Cetin and E. Shriberg, "Speaker Overlaps and ASR Errors in Meetings:
Effects Before, During, and After the Overlap", proceedings of
ICASSP,
- M.
Zimmermann, A. Stolcke,
- J.
Kolar, E. Shriberg, and Y. Liu, "Using Prosody for Automatic Sentence
Segmentation of Multi-Party Meetings", proceedings of Ninth
International Conference on Text, Speech and Dialogue (TSD 2006), Brno,
Czech Republic
- Stolcke,
F. Grezl, M.-Y. Hwang, X. Lei, N. Morgan, and D. Vergyri,
"Cross-domain and Cross-language Portability of Acoustic Features
Estimated by Multilayer Perceptrons", proceedings of IEEE ICASSP,
- X.
Anguera, C. Wooters and J. Hernando, "Purity Algorithms for Speaker
Diarization of Meetings Data", proceedings of ICASSP,
- O.
Cetin and E. Shriberg, "Overlap in Meetings: ASR Effects and Analysis
by Dialog Factors, Speakers, and Collection Site". 3rd Joint Workshop
on Multimodal Interaction and Related Machine Learning Algorithms,
- D.
Gelbart, W. Hemmert and M. Holmberg, "Automatic Speech Recognition
with an Adaptation Model Motivated by Auditory Processing", IEEE
Transactions on Speech and Audio Processing, January 2006.
- Q.
Zhu, B. Chen, F. Grezl and N. Morgan, "Improved MLP Structures for
Data-Driven Feature Extraction for ASR", proceedings of Eurospeech
2005
- Pelaez-Moreno,
Q. Zhu, B. Chen and N. Morgan, "Automatic Data Selection for
MLP-based Feature Extraction for ASR", proceedings of Eurospeech 2005
- N.
Morgan, Q. Zhu, A. Stolcke, K. Sonmez, S. Sivadas, T. Shinozaki, M.
Ostendorf, P. Jain, H. Hermansky, D. Ellis, G. Doddington, B. Chen, O.
Cetin, H. Bourlard and M. Athineos, "Pushing the Envelope –
Aside", IEEE Signal Processing Magazine, Vol. 22 No. 5, pp. 81-88
- R.
Beutler, T. Kaufmann, and B. Pfister, "Integrating a non-probabilistic
grammar into large vocabulary continuous speech recognition", in
Proceedings of the IEEE ASRU 2005 Workshop, pages 104-109, San Juan
(Puerto Rico), November 2005.
- H.
Romsdorfer and B. Pfister, "Character stream parsing of mixed-lingual
text", in ISCA Tutorial and Research Workshop on Multilingual Speech
and Language Processing (MultiLing 2006), Stellenbosch (South Africa),
April 2006.
- Vivek
Tyagi, Hervé Bourlard, and Christian Wellekens, "On Variable-Scale
Piecewise Stationary Spectral Analysis of Speech Signals for ASR", in
"Speech Communication", 2006.
- Johnny
Mariéthoz and Samy Bengio, "A Unified Framework for Score
Normalization Techniques Applied to Text Independent Speaker
Verification", in "IEEE Signal Processing Letters, Volume
12", 2005.
- Fabio
Valente, "Infinite Models for Speaker Clustering", in
"International Conference on Spoken Language Processing", 2006.
- Fabio
Valente and Hynek Hermansky, "Discriminant linear processing of
time-frequency plane", in "International Conference on Spoken
Language Processing", 2006.
- Petr
Motlicek, Hynek Hermansky, Harinath Garudadri, and Naveen Srinivasamurthy,
"Speech Coding based on Spectral Dynamics", in "Ninth
International Conference on TEXT, SPEECH and DIALOGUE (TSD)", 2006.
- Hamed
Ketabdar, Hervé Bourlard, and Samy Bengio, "Hierarchical Multi-Stream
Posterior Based Speech Recognition System", in "Proceedings MLMI
workshop", 2005.
- J.-F.
Paiement, D. Eck, and
IM2.AP, IM2.MPR
- D.
Zhang, D. Gatica-Perez, S. Bengio, and
IM2.AP, IM2.VP
- M.
Hari-Krishna, D. Gatica-Perez, and I. McCowan, "Speech Enhancement
and Recognition in Meetings with an Audio-Visual Sensor Array",
submitted to IEEE Trans. on Speech and Audio Processing, Apr. 2006
- D.
Gatica-Perez, G. Lathoud, J.-M. Odobez, and I. McCowan, "Audio-visual
Probabilistic Tracking of Multiple Speakers in Meetings", IEEE Trans.
on Audio, Speech, and Language Processing, accepted for publication, Mar.
2006.
IM2.BMI
- Blankertz,
B., Müller, K.-R., Krusienski, D., Schalk, G., Wolpaw, J.R., Schlögl, A.,
Pfurtscheller, G., Millán, J. del R., Schröder, M., and Birbaumer, N.
(2006), "The BCI Competition III: Validating Alternative Approaches
to Actual BCI Problems", IEEE Trans. on Neural Systems and
Rehabilitation Engineering, 14(2):153–159. Special Issue on
"Brain-Computer Interfaces".
- Buttfield,
A., Ferrez, P.W., and Millán, J. del R. (2006), "Towards a Robust
BCI: Error Recognition and Online Learning", IEEE Trans. on Neural
Systems and Rehabilitation Engineering, 14(2):164–168. Special Issue on
"Brain-Computer Interfaces".
- Gonzalez
Andino, S.L., R. Grave de Peralta, R., Thut, G., Millán, J. del R.,
Morier, P., and Landis, T. (2006), "Very High Frequency Oscillations
(VHFO) as a Predictor of Movement Intentions", NeuroImage, to appear.
- Gonzalez
Andino, S.L., R. Grave de Peralta, R., Pegna, A., Khateb, A., Thut, G.,
and Landis, T. (2006), "A Glimpse into Your Vision", Human Brain
Mapping, to appear.
- Buttfield,
A., Ferrez, P.W., and Millán, J. del R. (2006), "Online Classifier
Adaptation in High Frequency EEG", 3rd Int. Brain-Computer Interface
Workshop.
- Ferrez,
P.W., Galán Moles, F., Buttfield, A., Gonzalez Andino, S.L., Grave de
Peralta, R., and Millán, J. del R. (2006), "High Frequency Bands and
Estimated Local Field Potentials to Improve Single-Trial Classification of
Electroencephalographic Signals", 3rd Int. Brain-Computer Interface
Workshop.
- Grave
de Peralta, R., Millán, J. del R., Morier, P., and Gonzalez Andino, S.L.
(2006), "Accurate Hand Trajectory Prediction by Real and Synthetic
EEG", 3rd Int. Brain-Computer Interface Workshop.
- Grave
de Peralta, R., Millán, J.
- Lew,
E., Nuttin, M., Ferrez, P.W., Degeest, A., Buttfield, A., Vanacker, G.,
and Millán, J. del R. (2006), "Non-Invasive Brain Computer Interface
for Mental Control of a Simulated Wheelchair", 3rd Int.
Brain-Computer Interface Workshop.
- Gonzalez
Andino, S.L., Grave de Peralta R., Khateb, A., Pegna, A., Thut, G., and
Landis, T. (2006), "A Glimpse into your vision", Poster at 11th
Int. Conf. on Functional Mapping of the Human Brain.
- Gonzalez
Andino, S.L., Grave de Peralta R., Khateb, A., Pegna, A., and Landis, T.
(2006), "Quantifying and Imaging Blindsight", Poster at 11th
Int. Conf. on Functional Mapping of the Human Brain.
- Gonzalez
Andino, S.L., Grave de Peralta R., Millán, J. del R., and Landis, T.
(2006), "Local field potentials estimation from the EEG for the study
of neural oscillations and the development of direct non-invasive brain
computer interfaces (BCI)", Poster at 11th Int. Conf. on Functional Mapping
of the Human Brain.
- Gonzalez
Andino, S.L., Grave de Peralta R., Thut, G., Millán, J. del R., Moier, P.,
and Landis, T. (2006), "Very high frequency oscillations (VHFO) as a
predictor of movement intentions", Poster at 11th Int. Conf. on
Functional Mapping of the Human Brain.
- Grave
de Peralta, R., Hauk, O., and Gonzalez Andino, S.L. (2006), "ANA: The
inverse problem, and the Zero Dipole Localization Error", Poster at
11th Int. Conf. on Functional Mapping of the Human Brain.
- Millán,
J.
- Sébastien
Marcel and José del R. Millán, "Person Authentication using
Brainwaves (EEG) and Maximum A Posteriori Model Adaptation", in
"IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Special Issue on Biometrics", 2007.
- Silvia
Chiappa and David Barber, "EEG Classification using Generative
Independent Component Analysis", in "Neurocomputing", 2006.
IM2.DMA
- Jean
Carletta, Simone Ashby, Sebastien Bourban, Mike Flynn, Mael Guillemot,
Thomas Hain, Jaroslav Kadlec, Vasilis Karaiskos, Wessel Kraaij, Melissa
Kronenthal, Guillaume Lathoud, Mike Lincoln, Agnes Lisowska, Iain McCowan,
Wilfried Post, Dennis Reidsma, and Pierre Wellner, "The AMI Meeting
Corpus: a Pre-Announcement", in "Machine Learning for Multimodal
Interaction: Second International Workshop, MLMI'2005", 2005.
- Behera,
D. Lalanne, R. Ingold (2005), "Influence of Fusion Strategies on
Feature-based Identification of Low-resolution Documents", in proc.
of ACM Symposium on Document Engineering (DocEng05), Bristol (United
Kingdom), November 2-4 2005 , pp. 20-22.
- Behera,
D. Lalanne, R. Ingold (2005), "Enhancement of Layout-based
Identification of Low-resolution Documents using Geometrical Color
Distribution", in Proc. of 8th International Conference on Document Analysis
and Recognition (ICDAR'05), Seoul (Korea), August 29 - September 01 2005,
pp. 468-472
- J.-L.
Bloechle, M. Rigamonti, K. Hadjar, D. Lalanne, R. Ingold (2006),
"XCDF: A Canonical and Structured Document Format", in Horst
Bunke, A. Lawrence Spitz (eds.), LNCS: "7th International Workshop,
DAS 2006, Nelson, New Zealand, February 13-15, 2006, Proceedings",
Springer-Verlag, vol. 3872, ISBN:3-540-32140-3, 2006, pp. 141-152.
- J.-L. Bloechle, M. Rigamonti, D. Lalanne and R.
Ingold (2006), "XCDF : Un format canonique pour la
représentation de documents", CIFED 06, Fribourg, Switzerland,
September 18-22, 2006.
- D.
Mekhaldi, D. Lalanne, R. Ingold (2005), "From Searching to Browsing
through Multimodal Documents Linking", in Proc. of 8th International
Conference on Document Analysis and Recognition (ICDAR'05),
- Popescu-Belis A. (2006), "Résolution des
références aux documents dans un corpus de dialogues humains", TALN
2006 (Treizième Conférence sur le Traitement Automatique des Langues
Naturelles), Leuven, Belgium, vol.1, p.256-265.
- M.
Rigamonti, J.-L. Bloechle, K. Hadjar, D. Lalanne, R. Ingold (2005),
"Towards a Canonical and Structured Representation of PDF Documents
through Reverse Engineering", in Proc. of 8th International
Conference on Document Analysis and Recognition (ICDAR'05),
IM2.DMA, IM2.HMI
- Evéquoz, F., Rigamonti, M., Lalanne, D. and Ingold,
R., "Document inquisitor : un système de validation des
structures et d’élicitation de modèles de documents", CIDE 06,
Fribourg, Switzerland, September 18-22, 2006.
- M.
Rigamonti, D. Lalanne, F. Evéquoz, R. Ingold (2006), "Browsing
Multimedia Archives Through Intra- and Multimodal Cross-Documents
Links", in Steve Renals, Samy Bengio (eds.), LNCS: "Machine
Learning for Multimodal Interaction: Second International Workshop, MLMI
2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers",
Springer-Verlag, vol. 3869, ISBN:3-540-32549-2, 2006, pp. 114-125.
IM2.DMA, IM2.HMI, IM2.MCA
- Popescu-Belis
A. & Lalanne D. (2006), "Detection and Resolution of References
to Meeting Documents", in Renals S. & Bengio S., eds., Machine
Learning for Multimodal Interaction II, LNCS 3869, Springer-Verlag,
Berlin/Heidelberg, p.64-75.
IM2.HMI
- Ailomaa,
M., Lisowska, A., Melichar, M., Armstrong, S., and Rajman, M.,
"Archivus: A multimodal system for multimedia meeting browsing and
retrieval", ACL/Coling 2006.
- Denis
Lalanne, Rolf Ingold, Didier von Rotz, Ardhendu Behera, Dalila Mekhaldi,
Andrei Popescu-Belis, "Using static documents as structured and
thematic interfaces to multimedia meeting archives", in Bourlard H.
& Bengio S., eds. (2004), Multimodal Interaction and Related Machine
Learning Algorithms, LNCS, Springer-Verlag, Berlin, pp. 87-100.
- Lisowska,
A and Armstrong S., "Multimodal Input for Meeting Browsing and
Retrieval Interfaces: Preliminary findings and the role of comfort",
MLMI'06
- Lisowska
A. and Betrancourt M., "Multimodal Input for Meeting Browsing and
Retrieval Interfaces: Preliminary Findings", ERGO-IA 2006,
- Lisowska
A., "Archivus: a multimodal system for browsing and retrieving
multimedia meetings", MLMI'06,
- D.
Mekhaldi, D. Lalanne, R. Ingold (2005), "From Searching to Browsing
through Multimodal Documents Linking", in Proc. of 8th International
Conference on Document Analysis and Recognition (ICDAR'05),
- Rajman,
M., Ailomaa M., Lisowska, A., Melichar M., and Armstrong S.,
"Extending the Wizard of Oz Technique for Multimodal Language-enabled
Systems", LREC 2006,
- Popescu-Belis
A., Estrella P., King M. & Underwood N, "A model for
context-based evaluation of language processing systems and its
application to MT evaluation", LREC 2006, Genoa, Italy, p. 691-696.
- Rigamonti,
M., Evéquoz, F., Lalanne, D., Ingold, R., "Measuring
the usefulness of static documents for multimedia meeting browsing",
MLMI'06,
IM2.MCA
- D.
Grangier, F. Monay, and S. Bengio, "A Discriminative Approach for the
Retrieval of Images from Text Queries", in "European Conference
on Machine Learning (ECML)", 2006.
- D.
Grangier and S. Bengio, "A Neural Network to Retrieve Images from
Text Queries", in "International Conference on Artificial Neural
Networks (ICANN)", 2006.
- D.
Grangier, F. Monay, and S. Bengio, "Learning to Retrieve Images from
Text Queries with a Discriminative Model", in "International
Workshop on Adaptive Multimedia Retrieval (AMR)", 2006.
- Oren
Glickman, Ido Dagan, Mikaela Keller, Samy Bengio, and Walter Daelemans,
"Investigating Lexical Substitution Scoring for Subtitle
Generation", in "Proceedings of the 10th Conference on
Computational Natural Language Learning (CoNLL).", 2006.
- D.
Grangier and S. Bengio, "Exploiting Hyperlinks to Learn a Retrieval
Model", in "NIPS Workshop on Learning to Rank", 2005.
- E
Bruno and N. Moenne-Loccoz and S. Marchand-Maillet, "Asymmetric
Learning and Dissimilarity Spaces for Content-based Retrieval", in
International Conference on Image and Video Retrieval (CIVR 2006),
- Maria
Georgescul, Alexander Clark and Susan Armstrong (2006), "Word
Distributions for Thematic Segmentation in a Support Vector Machine
Approaches", The Tenth Conference on Computational Natural Language
Learning (CoNLL-X),
- Maria
Georgescul, Alexander Clark and Susan Armstrong (2006), "An Analysis
of Quantitative Aspects in the Evaluation of Thematic Segmentation
Algorithms", The 7th SIGdial Workshop on Discourse and Dialogue,
- B.
Janvier and E. Bruno and S. Marchand-Maillet and T. Pun, "Performance
evaluation of a contextual news story segmentation algorithm", in
Proceedings of SPIE Electronic Imaging 2006, Multimedia Content Analysis,
Management, and Retrieval 2006 (EI122), San Jose, CA, 2006.
- Serhiy
Kosinov and Stephane Marchand-Maillet and Thierry Pun, "Countering
the false positive projection effect in nonlinear asymmetric
classification", in The IEEE Symposium on Signal Processing and
Information Technology (ISSPIT\'05),
- S.
Kosinov and S. Marchand-Maillet, "Visual object categorization with
indefinite kernels in discriminant analysis", in Proceedings of SPIE
Electronic Imaging 2006, Multimedia Content Analysis, Management, and
Retrieval 2006 (EI122), San Jose, CA, USA, 2006.
- N.
Moenne-Loccoz and E Bruno and S. Marchand-Maillet, "Local Feature
Trajectories for Efficient Event-Based Indexing of Video Sequences",
in International Conference on Image and Video Retrieval (CIVR 2006),
- Popescu-Belis
A. & Georgescul M. (2006), "TQB: Accessing Multimedia Data Using
a Transcript-based Query and Browsing Interface", LREC 2006 (Fourth
International Conference on Language Resources and Evaluation),
- Alessandro
Vinciarelli and Jean-Marc Odobez, "Application of Information
Retrieval Technologies to Presentation Slides", IEEE Transactions on
Multimedia, to appear in october 2006.
- Alessandro Vinciarelli. "Indexation de
documents manuscrits", (invited paper). Colloque International
Francophone sur l'Ecrit et le Document, Fribourg (Switzerland), 2006.
- Alessandro
Vinciarelli, "Sociometry Based Multiparty Audio Recordings
Summarization", proceedings of 18th International Conference on
Pattern Recognition, Hong Kong, August 2006.
- Alessandro
Vinciarelli, "Sociometry Based Multiparty Audio Recording Segmentation",
proceedings of IEEE International Conference on Multimedia and Expo,
IM2.MPR
- Norman
Poh, Alvin Martin, and Samy Bengio, "Performance Generalization in
Biometric Authentication Using Joint User-Specific and Sample Bootstraps",
in "IEEE Pattern Analysis and Machine intelligence", 2007.
- Christos
Dimitrakakis, "Nearly optimal exploration-exploitation decision
thresholds", in "Int. Conf. on Artificial Neural Networks
(ICANN)", 2006
- Mikaela
Keller, Samy Bengio, and Siew Yeung Wong, "Benchmarking
Non-Parametric Statistical Tests", in "Advances in Neural
Information Processing Systems, NIPS 18. MIT Press", 2005.
- P.
Besson, M. Kunt, T. Butz and J. Thiran, "A multimodal approach to
extract optimized audio features for speaker detection", 13th
European Signal Processing Conference (EUSIPCO2005),
- Arsic,
R. Vilagut and J. Thiran, "Automatic extraction of geometric lip
features with application to multi-modal speaker identification",
Proc. of ICME 2006,
- M.
Gurban and J. Thiran, "Multimodal Speaker Localization in a
Probabilistic Framework", Proceedings of EUSIPCO,
- Arsic
and J. Thiran, "Mutual information eigenlips for audio-visual speech
recognition", 14th European Signal Processing Conference (EUSIPCO),
- D.
Gatica-Perez, "Analyzing Group Interactions in Conversations: a
Review", in Proc. IEEE Int. Conf. on Multisensor Fusion and
Integration for Intelligent Systems (MFI), invited paper, Heidelberg, Sep.
2006.
- D.
Zhang, D. Gatica-Perez, D. Roy, and S. Bengio, "Modeling Interaction
from E-Mail Communication", in Proc. IEEE Int. Conf. on Multimedia
(ICME), Toronto, Jul. 2006. (collaboration with MIT Media Lab,
- D.
Zhang, D. Gatica-Perez,
- D.
Gatica-Perez, D. Zhang, and S. Bengio, "Extracting Information from
Multimedia Meeting Collections", in Proc. ACM Int. Conf. on
Multimedia, Workshop on Multimedia Information Retrieval (ACM MM MIR),
invited paper, Singapore, Nov. 2005.
- B.
Jensen, N. Tomatis, Laetitia Mayor, A. Drygajlo, R. Siegwart, "Robots
Meet Humans - Interaction in Public Spaces", IEEE Transactions on
Industrial Electronics, vol. 52, No. 6, Dec. 2005, pp. 1530-1546.
- Joaquin
Gonzalez-Rodriguez, Andrzej Drygajlo, Daniel Ramos-Castro, Marta
Garcia-Gomar, Javier Ortega-Garcia, "Robust Estimation, Interpretation
and Assessment of Likelihood Ratios in Forensic Speaker Recognition",
invited paper, Computer Speech and Language, vol. 20, 2006, pp. 331-355.
- Alexander,
D. Dessimoz, F. Botti, and A. Drygajlo, "Aural and Automatic Forensic
Speaker Recognition in Mismatched Conditions", The International
Journal of Speech, Language and the Law, vol. 12, Dec. 2005, pp. 214-234.
- J.
Richiardi, A. Drygajlo, P. Prodanov, "Confidence and Reliability
Measures in Speaker Verification", invited paper, Journal of the
Franklin Institute, to be published, 2006.
- P.
Prodanov, A. Drygajlo, J. Richiardi, A. Alexander, "Grounding in
Multimodal Service Robot Conversational System Using Graphical
Models", Intelligent Service Robotics, Springer, to be published,
2006.
- L.
Peotta and P. Vandergheynst, "Matching Pursuit with Block Incoherent
Dictionaries", IEEE Transactions on Signal Processing, In Press
- Tosic,
P. Frossard and P. Vandergheynst, "Progressive coding of 3D objects
based on overcomplete decompositions", IEEE Transactions on Circuits
and Systems for Video Technology, In Press
- M.
Arcienega, A. Alexander, P. Zimmermann, A. Drygajlo, "A Bayesian
Network Approach Combining Pitch and Spectral Envelope Features to Reduce
Channel Mismatch in Speaker Verification and Forensic Speaker Recognition",
InterSpeech 2005, Lisbon, Portugal, Sept. 4-8, 2005.
- K.
Kryszczuk, A. Drygajlo, "On Face Image Quality Measures", 2nd
Workshop on Multimodal User Authentication (MMUA 06),
- J.
Richiardi, P. Prodanov, A. Drygajlo, "Speaker Verification with
Confidence and Reliability Measures", IEEE Int. Conf. Acoustics,
Speech and Signal Processing (ICASSP 2006),
- D.
Dessimoz, J. Richiardi, C. Champod, A. Drygajlo, "Multimodal
Biometrics for Identity Documents", 4th European Academy of Forensic
Science Conference (EAFS 2006), Helsinki, June 13-16, 2006.
- K.
Kryszczuk, A. Drygajlo, "Singular Point Detection in Fingerprints
using Quadrant Change Information", 18th Int. Conf. on Pattern
Recognition (ICPR 2006), Hong Kong, 20-24 August 2006.
- K.
Kryszczuk, A. Drygajlo, "On Combining Evidence for Reliability
Estimation in Face Verification", 14th European Signal Processing
Conference (EUSIPCO 2006),
- G.
Monaci and P. Vandergheynst, "Audiovisual Gestalts", CVPR
Workshop on Perceptual Organization in Computer Vision, June 2006
- P.
Jost, S. Lesage, P. Vandergheynst and R. Gribonval, "MOTIF: an
efficient algorithm for learning translation invariant dictionaries",
Proceedings IEEE ICASSP06, May 2006
- L.
Granai and P. Vandergheynst, "Sparse Approximation by Linear
Programming using an L1 Data-Fidelity Term", Proc. of Workshop on
Signal Processing with Adaptative Sparse Structured Representations,
November 2005
- P.
Jost, S. Lesage, P. Vandergheynst and R. Gribonval, "Learning
redundant dictionaries with translation invariance property: the MoTIF
algorithm", Proc. of Workshop on Signal Processing with Adaptative
Sparse Structured Representations, November 2005
- S.
Marcel, J. Mariéthoz, Y. Rodriguez and F. Cardinaux, "Bi-Modal Face
and Speech Authentication: a BioLogin: Demonstration System",
Workshop on Multimodal User Authentication, MMUA. 2006
- Y.
Rytsar, S. Voloshynovskiy, O. Koval, F. Deguillaume, E. Topak, S.
Startchik and T. Pun, "Tangible interactive system for document
browsing and visualisation of multimedia data", in Proceedings of
SPIE Photonics West, Electronic Imaging 2006, Multimedia Content Analysis,
Management, and Retrieval 2006 (EI122), San Jose, USA, January 15-19 2006.
- O.
Koval, S. Voloshynovskiy and T. Pun, "Laplacian channel state
estimation for state dependent channels", in Proceedings of 27-th
Symposium on information theory in the Benelux, Noordwijk, The
Netherlands, June 8-9, 2006, 2006.
- R.
Villán, S. Voloshynovskiy, O. Koval, J.E. Vila-Forcén, E. Topak, F.
Deguillaume, Y. Rytsar and T. Pun, "Text Data-Hiding for Digital and
Printed Documents: Theoretical and Practical Considerations", in
Proceedings of SPIE-IS&T Electronic Imaging 2006, Security, Steganography,
and Watermarking of Multimedia Contents VIII, San Jose, USA, January 15-19
2006.
- Humm,
J. Hennebert and R. Ingold, "Gaussian Mixture Models for CHASM
Signature Verification", 3rd Joint Workshop on Multimodal Interaction
and Related Machine Learning Algorithms (MLMI), Washington DC (USA), May
1-3 2006, accepted for publication.
- Humm,
J. Hennebert and R. Ingold, "Scenario and Survey of Combined
Handwriting and Speech Modalities for User Authentication", 6th
International Conference on Recent Advances in Soft Computing (RASC),
Canterbury (UK), July 10-12 2006, accepted for publication.
- Wahl,
J. Hennebert, A. Humm and R. Ingold, "Generation and Evaluation of
Brute-Force Signature Forgeries", International Workshop on
Multimedia Content Representation, Classification and Security (IWMRCS),
Istanbul, (TR), September 11-13 2006, accepted for publication.
- J. Hennebert, A. Humm et R. Ingold,
"Vérification d'Identité par Ecriture et Parole Combinées",
Conférence Internationale Francophone sur l'Ecrit et le Document (CIFED),
Fribourg, September 18-21 2006, accepted for publication.
- J.
Mariéthoz and
- N.
Poh,
- R.
Gribonval and P. Vandergheynst, "On the exponential convergence of
Matching Pursuits in quasi-incoherent dictionaries", IEEE
Transactions on Information Theory, Vol. 52, No 1, pp. 255-261, January
2006
- P.
Jost, P. Vandergheynst and P. Frossard, "Tree-Based Pursuit:
Algorithm and Properties", IEEE Transactions on Signal Processing, In
Press
- Monaci,
O. Divorra Escoda and P. Vandergheynst, "Analysis of Multimodal
Sequences Using Geometric Video Representations", Signal Processing,
In Press
- J.
Richiardi, A. Drygajlo, A. Palacios-Venin, R. Ludvig, O. Genton, L.
Houmgny, "A Distributed Multimodal Biometric Authentication
Framework", 3rd COST 275 Workshop Biometrics on the Internet,
Hatfield, UK, Oct. 27-28, 2005.
- Dumas,
C. Pugin, J. Hennebert, D. Petrovska-Delacrétaz, A. Humm, F. Evéquoz, R.
Ingold and D. Von Rotz, "MyIdea - Multimodal Biometrics Database,
Description of Acquisition Protocols", Third COST 275 Workshop (COST
275), Hatfield (
- Yves
Grandvalet and Johnny Mariethoz and Samy Bengio, "A Probabilistic
Interpretation of SVMs with an Application to Unbalanced
Classification," Advances in Neural Information Processing Systems,
NIPS 15, ftp://ftp.idiap.ch/pub/papers/2005/grandvalet-nips-2005.pdf
- N.
Poh and
IM2.MPR, IM2.VP
- M.
Liwicki, A. Schlapbach, H. Bunke, S. Bengio, J. Mariéthoz, and J.
Richiardi, "Writer identification for smart meeting room
systems", in H. Bunke and A. L. Spitz, editors, Document Analysis
Systems VII: 7th International Workshop, DAS, Lecture Notes in Computer
Science, volume 3872, pages 186-195. Springer-Verlag, 2006.
IM2.VP
- Conrad
Sanderson, Samy Bengio, and Yongsheng Gao, "On transforming
statistical models for non-frontal face verification", in
"Pattern Recognition (in press)", 2005.
- Francesco
Camastra, Marco Spinetti, and Alessandro Vinciarelli, "Cursive
Character Challenge: a New Database for Machine Learning and Pattern
Recognition", in "Proceedings of International Conference on
Pattern Recognition (ICPR)", 2006.
- Florent
Monay, Pedro Quelhas, Jean-Marc Odobez, and Daniel Gatica-Perez,
"Integrating co-occurrence and spatial contexts on patch-based scene
segmentation", in "Beyond Patches Workshop, in conjunction with
CVPR", 2006.
- Andrzej
Pronobis and Barbara Caputo, "The More you Learn, the Less you Store:
Memory-Controlled Incremental SVM", in "Proceedings of
International Cognitive Vision Workshop (ICVW) 2006)", 2006.
- Tatiana
Tommasi, Elisabetta La Torre, and Barbara Caputo, "Kernel Methods for
Melanoma Recognition", in "Proceedings of Workshop on Computer
Vision Approaches to Medical Image Analysis (CVAMIA) 2006)", 2006.
- Agnès
Just, Yann Rodriguez, and Sébastien Marcel, "Hand Posture
Classification and Recognition using the Modified Census Transform",
in "IEEE Int. Conf. on Automatic Face and Gesture Recognition
(AFGR)", 2006.
- Florent
Monay, Pedro Quelhas, Daniel Gatica-Perez, and Jean-Marc Odobez,
"Constructing visual models with a latent space approach", in
"the Springer series of Lecture Notes in Computer Science",
2006.
- Sileye
O. Ba and Jean Marc Odobez, "Evaluation of Multiple Cues Head Pose
Tracking Algorithm in Indoor Environments", in "International
Conference on Multimedia & Expo ICME 2005", 2005.
- Pedro
Quelhas, Florent Monay, Jean-Marc Odobez, Daniel Gatica-Perez, Tinne
Tuytelaars, and Luc Van Gool, "Modeling Scenes with Local Descriptors
and Latent Aspects", in "IEEE Int. Conf. on Computer
Vision", 2005.
- G.
Antonini, S. Venegas, M. Bierlaire and J. Thiran, "Behavioral priors
for detection and tracking of pedestrians in video sequences",
international Journal of Computer Vision, Vol. 69, No 2, pp. 159 - 180,
August 2006
- Zimmermann,
M., Chappelier, J.-C., Bunke, H., "Offline grammar-based recognition
of handwritten sentences", IEEE Trans. Pattern Analysis and Machine
Intelligence, Vol. 18, No. 5, May 2006, 818 – 821
- G.
Antonini and J. Thiran, "Counting pedestrians in video sequences
using trajectory clustering", accepted in IEEE Transactions on
Circuits and Systems for Video Technology, October 2005
- Liwicki,
M., Bunke, H., "Handwriting recognition of whiteboard notes -
studying the influence of training set size and type", accepted for
publication in Int. Journal of Pattern Recognition and Art. Intelligence
- M.
Bray, E. Koller-Meier, N.N. Schraudolph and L. Van Gool, "Fast
stochastic optimization for articulated structure tracking", image
and Vision Computing, 2006, in press
- S.
Ba and J.-M. Odobez, "A Rao-Blackwellized Mixed State Particle Filter
for Head Pose Tracking", in Proc. of ACM ICMI Multimodal Multiparty
Meeting Processing (ICMI-MMMP) Workshop, Trento, Italy, Oct 2005.
- R.
Kehl, M. Bray and L. Van Gool, "Markerless Full Body Tracking by
Integrating Multiple Cues", PHI'05 Workshop in Conjunction with ICCV
2005, October 2005.
- K.
Smith, S. Schreiber, I. Potucek, V. Beran, G. Rigoll, and D. Gatica-Perez,
"2-D Multi-Person Tracking: a Comparative Study in AMI
Meetings", in Proc. Workshop on Classification of Events, Activities
and Relationships (CLEAR), Southampton, Apr. 2006
- S.O.
Ba and J.M Odobez, "Head Pose Tracking and Focus of Attention
Recognition Algorithms in Meeting Rooms", in Proc. Workshop on
Classification of Events, Activities and Relationships (CLEAR),
- S.
Ba and J.M. Odobez, "A Study on Focus of Attention Modelling using
Head Pose", in Proc. 3rd Joint Workshop on Machine Learning for
Multimodal Interaction (MLMI), Washington DC, May 2006
- M.
Al-Hames, T. Hain, J. Cernocky, S. Schreiber, M. Poel, R. Muller, S.
Marcel, D. van Leeuwen, J. Odobez, S. Ba, H. Bourlard, F. Cardinaux, D.
Gatica-Perez, A. Janin, P. Motlicek, S. Reiter, S. Renals, J. van Rest, R.
Rienks, G. Rigoll, K. Smith, A. Thean, and P. Zemcik, "Audio-Visual
Processing in Meetings: Seven Questions and Current AMI Answers", in
Proc. Workshop on Machine Learning for Multimodal Interaction (MLMI),
Washington DC, May 2006
- K.
Smith, P. Quelhas, and D. Gatica-Perez, "Detecting Abandoned Luggage
Items in a Public Space", in Proc. IEEE Conf. on Computer Vision and
Pattern Recognition, Workshop on Performance Evaluation of Tracking and
urveillance (CVPR-PETS), New York, Jun. 2006
- L.
Van Gool, T. Jaeggli and E. Koller-Meier, "Combining Sample-Based and
Analytic Density Propagation for Monocular Tracking", learning,
Representation and Context for Human Sensing in Video (workshop in
conjunction with CVPR), New York, June, 2006
- Thomas, V.
Ferrari, B. Leibe, T. Tuytelaars, B. Schiele, and L. Van Gool, "Towards
Multi-View Object Class Detection", IEEE Conference on Computer
Vision and Pattern Recognition (CVPR'06), 2006
- T.
Jaeggli, E. Koller-Meier, L. Van Gool, "Monocular Tracking with a
Mixture of View-Dependent Learned Models", IV Conference on
Articulated Motion and Deformable Objects (AMDO 2006), July 2006
- Effrosyni
Kokiopoulou and Pascal Frossard, "Distributed SVM applied to image
classification", to appear in IEEE ICME,
- Bertolami,
R., Bunke, H., "Diversity analysis for ensembles of word sequence
recognisers", accepted for Joint Int. Workshops on Structural and
Syntactic Pattern Recognition and Statistical Techniques in Pattern
Recognition,
- Fasel
and D. Gatica-Perez, "Rotation-Invariant Neoperceptron",
international Conference on Pattern Recognition (ICPR 2006), August
2006
- Philipp
Zehnder, Esther Koller-Meier, Luc Van Gool, "Efficient, Simultaneous
Detection of Multiple Object Classes", 18th International Conference
on Pattern Recognition (ICPR 2006), August 2006
- Spillmann,
B., Neuhaus, M., Bunke, H., Pekalska, E., Duin, B., "Transforming
strings to vector spaces using prototype selection", accepted for
Joint Int. Workshops on Structural and Syntactic Pattern Recognition and
Statistical Techniques in Pattern Recognition, Hong Kong, August 2006
- Neuhaus,
M., Riesen, K., Bunke, H., "Fast suboptimal algorithms for the
computation of graph edit distance", accepted for Joint Int.
Workshops on Structural and Syntactic Pattern Recognition and Statistical
Techniques in Pattern Recognition, Hong Kong, August 2006
- Neuhaus,
M., Bunke, H., "A random walk kernel derived from graph edit
distance, accepted for Joint Int. Workshops on Structural and Syntactic
Pattern Recognition and Statistical Techniques", in Pattern
Recognition, Hong Kong, August 2006
- Bertolami,
R., Bunke, H., "Early feature stream integration versus decision
level combination in a multiple classifier system for text line
recognition", accepted for Int. Conference on Pattern Recognition,
- Schlapbach,
A., Bunke, H., "Off-line writer identification using Gaussian mixture
models", accepted for Int. Conference on Pattern Recognition,
- Neuhaus,
M., Bunke, H., "A convolution kernel for error-tolerant graph
matching", accepted for Int. Conference on Pattern Recognition,
- Liwicki,
M., Scherz, M., Bunke, H., "Word segmentation of on-line handwritten
text lines", accepted for Int. Conference on Pattern Recognition,
Hong Kong, Aug 2006
- G.
Antonini, M. Sorci, M. Bierlaire and J. Thiran, "Discrete Choice
Models for Static Facial Expression Recognition", proceedings ACIVS,
- Y.
Rodriguez and S. Marcel, "Face Authentication Using Adapted Local
Binary Pattern Histograms", ECCV06.
- G.
Heusch, Y. Rodriguez and S. Marcel, "Local Binary Patterns as an
Image Preprocessing for Face Authentication", AFGR06.
- V.
Popovici, J. Meynet and J. Thiran, "Anisotropic Gaussian Filters for
Face Class Modeling", to appear in Proc. of 2nd International
Conference on Intelligent Computer Communication and Processing (ICCP),
2006
- Effrosyni
Kokiopoulou and Pascal Frossard, "Classification-Specific Feature
Sampling for Face Recognition", to appear in IEEE MMSP,
- Effrosyni
Kokiopoulou and Pascal Frossard, "Pattern Detection by Distributed
Feature Extraction", to appear in IEEE ICIP,
- J.-M.
Odobez, D. Gatica-Perez, and S. Ba, "Embedding Motion in Model-Based
Stochastic Tracking", IEEE Trans. on Image Processing, accepted for
publication, Nov. 2005.
- Neuhaus,
M., Bunke, H., "Automatic learning of cost functions for graph edit
distance", accepted for publication in Information Sciences
- Neuhaus.
M., Bunke, H., "Edit distance based kernel functions for structural
pattern Classification", accepted for publication in Pattern
Recognition
- Bertolami,
R., Zimmermann, M., Bunke, H., "Rejection strategies for offline
handwritten text line recognition", accepted for publication in
Pattern Recognition Letters
IM2 Phase I
IM2.ACP
- Neuhaus.
M., Bunke, H., "Self-organizing maps for learning the edit costs in
graph matching", IEEE Trans. Systems, Man, and Cybernetics, 35(3),
503 – 514, 2005.
- Bunke,
H.,
- Neuhaus,
M., Bunke, H., "Graph-based Multiple Classifier Systems - A Data
Level Fusion Approach", Proc. 13th International Conference on Image
Analysis and Processing, ICIAP,
- Bunke,
H.,
- Neuhaus,
M., Bunke, H., "A Graph Matching Based Approach to Fingerprint
Classification Using Directional Variance", Proc. 5th Int. Conf. on
Audio- and Video-Based Biometric Person Authentication, 2005.
- Neuhaus,
M., Bunke, H.,"Edit distance based kernel functions for attributed
graph matching", in Brun, L., Vento, M., (eds.): Graph-Based
Representations in Pattern Recognition, Springer, LNCS 3434, 352-361,
2005.
- Serrau,
A., Marcialis, G. L., Bunke, H., Roli, F., "An experimental
comparison of fingerprint classification methods using graphs", in
Brun, L., Vento, M., (eds.): Graph-Based Representations in Pattern
Recognition, Springer, LNCS 3434, 2005.
- S.
Bengio, "Multimodal speech processing using asynchronous hidden
markov models", Information Fusion, 5(2):81--89, 2004.
- S.
Bengio, J. Marithoz, and M. Keller, "The expected performance
curve", in International Conference on Machine Learning, ICML,
Workshop on ROC Analysis in Machine Learning, 2005.
- Mohamed
F. BenZeghiba and Hervé Bourlard, "Posteriori Probabilities and
Likelihoods Combination for Speech and Speaker Recognition", in
International Conference on Spoken Language Processing (ICSLP 2004), Juju
- Conrad
Sanderson and Kuldip K. Paliwal, "Identity verification using speech
and face information", Digital Signal Processing, 14(5):449--480,
2004.
- Fabien
Cardinaux, Conrad Sanderson, and Samy Bengio, "User Authentication
via Adapted Statistical Models of Face Images", IEEE Transaction on
Signal Processing, 2005. (IDIAPRR 0438)
- Norman
Poh and Samy Bengio, "Noiserobust multistream fusion for
text-independent speaker authentication", in The Speaker and
Recognition Workshop, 2004.
- Norman
Poh and Samy Bengio, "Towards predicting optimal subsets of
base-experts in biometric authentication task",iIn S. Bengio and H.
Bourlard, editors, Machine Learning for Multimodal Interactions: First
International Workshop, MLMI, Lecture Notes in Computer Science, volume
LNCS 3361, pages 159--172, 2004.
- Norman
Poh and Samy Bengio, "Database, protocol and tools for evaluating
scorelevel fusion algorithms in biometric authentication", in Fifth
Int'l. Conf. Audio and VideoBased Biometric Person Authentication AVBPA,
2005.
- Norman
Poh and Samy Bengio, "Eer of fixed and trainable fusion classifiers:
A theoretical study with application to biometric authentication
tasks", in Sixth International Workshop on Multiple Classifier System
(MCS2005), 2005.
- Norman
Poh and Samy Bengio, "Fratio clientdependent normalisation on
biometric authentication tasks", in Proceedings of the 2005 IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP
05), pages I--721--724, 2005.
- Norman
Poh and Samy Bengio, "How do correlation and variance of baseexperts
affect fusion in biometric authentication tasks?", IEEE Trans. on
Signal Processing, 2005.
- Norman
Poh and Samy Bengio, "Improving fusion with marginderived confidence
in biometric authentication tasks", in Fifth Int'l. Conf. Audio and
VideoBased Biometric Person Authentication AVBPA, 2005.
- Norman
Poh and Samy Bengio, "A novel approach to combining clientdependent
and confidence information in multimodal biometric", in Fifth Int'l.
Conf. Audio and VideoBased Biometric Person Authentication AVBPA, 2005.
- V.
Popovici, J.P. Thiran, Y. Rodriguez, and S. Marcel, "On performance
evaluation of face detection and localization algorithms", in 17th International
Conference on Pattern Recognition, ICPR2004, Cambridge, United Kingdom,
2004.
- C.
Sanderson, F. Cardinaux, and S. Bengio, "On
accuracy/robustness/complexity tradeoffs in face verification", in
IEEE International Conference on Information Technology and Applications,
ICITA, 2005.
- M.
Gerber and B. Pfister, "Quasi text-independent speaker verification
with neural networks", MLMI'05 Workshop,
- J.
Richiardi, P. Prodanov, A. Drygajlo, "A Probabilistic Measure of Modality
Reliability in Speaker Verification", IEEE Int. Conf. Acoustics,
Speech and Signal Processing (ICASSP 2005), Philadelphia, March 19-23,
2005, pp. 709-712, (winner of the Student Paper Contest)
- P.
Prodanov, A. Drygajlo, "Bayesian Networks Based Multi-modality Fusion
for Error Handling in Human-Robot Dialogues under Noisy Conditions",
Speech Communication, Elsevier, Special Issue on Error Handling in Spoken
Dialogue Systems, vol. 45, pp. 231-248, March 2005.
- H.
Ketabdar, J. Richiardi, A. Drygajlo, "Global Feature Selection for
On-line Signature Verification”, 12 Biennal Conf. of the International
Graphonomics Society (IGS 2005), Salerno, Italy, June 26-29, 2005, pp.
59-63, (Award for the best graduate student presentation in the field of
Motor Control, (common paper EPFL-IDIAP)).
- K.
Kryszczuk, A. Drygajlo, "Gradient-Based Image Segmentation for Face
Recognition Robust to Directional Illumination", to be published in
Int. Conf. on Visual Communications and Image Processing (VCIP 2005),
Beijing, China, July 12-15, 2005.
- K.
Kryszczuk, A. Drygajlo, "Addressing the Vulnerabilities of
Likelihood-Ratio Based Face Verification", to be published in Audio-
and Video-based Biometric Person Authentication (AVBPA 2005),
- J.
Richiardi, H. Ketabdar, A. Drygajlo, "Local and Global Feature
Selection for On-line Signature Verification", to be published in the
8th IAPR International Conference on Document Analysis and Recognition
(ICDAR 2005), Seoul, Korea, August 29-September 1, 2005, (common paper
EPFL-IDIAP).
- K.
Kryszczuk, J. Richiardi, P. Prodanov, A. Drygajlo, "Error Handling In
Multiple Classifier Biometric Systems Using Reliability Measures", to
be published in the 13th European Signal Processing Conference (EUSIPCO
2005), Antalya, Turkey, September 4-8, 2005.
- Conrad
Sanderson and Samy Bengio, "Statistical Transformations of Frontal
Models for Non-Frontal Face Verification", in Proceedings of the IEEE
International Conference on Image Processing (ICIP), 2004.
- Fabien
Cardinaux, Conrad Sanderson, and Samy Bengio, "Face Verification
Using Adapted Generative Models", in The 6th International Conference
on Automatic Face and Gesture Recognition, FG2004, 2004.
- Conrad
Sanderson and Kuldip K. Paliwal, "Structurally noise resistant
classifier for multi-modal person verification", in "Pattern
Recognition Letters", 2003
- S.
Bengio and J. Mariéthoz, "A Statistical Significance Test for Person
Authentication", in "Proceedings of Odyssey 2004: The Speaker
and Language Recognition Workshop", 2004
- Norman
Poh and Samy Bengio, "Why Do Multi-Stream, Multi-Band and Multi-Modal
Approaches Work on Biometric User Authentication Tasks?", in
"Proceedings of the 2004 IEEE International Conference on Acoustics,
Speech, and Signal Processing (ICASSP-04)", 2004
- Conrad
Sanderson and Samy Bengio, "Statistical Transformations of Frontal
Models for Non-Frontal Face Verification", in "Proceedings of
the IEEE International Conference on Image Processing (ICIP)", 2004
- Norman
Poh and Samy Bengio, "
- Norman
Poh, Conrad Sanderson, and Samy Bengio, "An Investigation of Spectral
Subband Centroids for Speaker Authentication", in "Int'l Conf.
on Biometric Authentication", 2004
- Fabien
Cardinaux, Conrad Sanderson, and Samy Bengio, "Face Verification
Using Adapted Generative Models", in "The 6th International
Conference on Automatic Face and Gesture Recognition, FG2004", 2004
- Sébastien
Marcel, "A Symmetric Transformation for LDA-based Face
Verification", in "Proceedings of the 6th International
Conference on Automatic Face and Gesture Recognition", 2004
- Mohamed
F. BenZeghiba and Hervé Bourlard, "Confidence Measures in Multiple
pronunciations Modeling For Speaker Verification", in
"Proceedings of the 2004 IEEE International Conference on Acoustics
Speech, and Signal Processing (ICASSP-04)", 2004
- Conrad
Sanderson and Samy Bengio, "Augmenting Frontal Face Models for
Non-Frontal Verification", in "Proceedings of the 2003 Workshop
on Multimodal User Authentication (MMUA'03)", 2003
- Norman
Poh and Samy Bengio, "Non-Linear Variance Reduction Techniques in
Biometric Authentication", in "Workshop on Multimodal User
Authentication", 2003
- El
Hannani and D. Petrovska-Delacretaz and G. Chollet, "Linear and
Non-Linear Fusion of ALISP-based and GMM systems for Text-independent
Speaker Verification", proc. of ODYSSEY04, The Speaker and Language
Recognition Workshop, Toledo, Spain, May31-June3, 2004
- El
Hannani and D. Petrovska-Delacretaz and R. Blouet and G. Chollet, "
Segmental Score Fusion for Text-independent Speaker Verification", Workshop
on Multimodal User Authentication", Santa Barbara, CA, 74-79,
December 11-12, 2003
- U.
Niesen and B. Pfister, " Speaker verification by means of ANNs",
proceedings of the ESANN'04,
- "Neuhaus,
M., Bunke, H., ""An error-tolerant approximate matching
algorithm for attributed planar graphs and its application to fingerprint
classification"" , in Fred, A. et al. (eds.): Structural,
Syntactic, and Statistical Pattern Recognition, Proc. Joint IAPR Int.
Workshops SSPR and
- SPR,
Springer LNCS 3138, 180 - 189, 2004"
- K.
Kryszczuk, A. Drygajlo, "Color Correction for Face Detection Based on
Human Visual Perception Metaphor", Workshop on Multimodal User
Authentication, Santa Barbara, CA, USA, pp. 138-143, Dec. 11-12, 2003
- J.
Richiardi, J. Fierrez-Aguilar, J. Ortega-Garcia, A. Drygajlo,
"On-line Signature Verification Resilience to Packet Loss in IP
Networks", 2nd COST 275 Workshop – Biometrics on the Internet , Vigo,
Spain, pp. 11-16, March 25-26, 2004
- Drygajlo,
D. Meuwly, and A. Alexander, “Statistical Methods and Bayesian
Interpretation of Evidence in Forensic Automatic Speaker Recognition”, Eurospeech
2003,
- Alexander,
F. Botti, and A. Drygajlo, “Handling Mismatch in Corpus-Based Forensic
Speaker Recognition”, Odyssey 2004, The Speaker and Language Recognition
Workshop,
- F.
Botti., A. Alexander, and A. Drygajlo, “An interpretation framework for
the evaluation of evidence in forensic automatic speaker recognition with
limited suspect data”, Odyssey 2004, The Speaker and Language Recognition
Workshop, pp. 63–68 , Toledo, Spain, 2004
- Drygajlo,
P. Prodanov, G. Ramel, M. Meisser, R. Siegwart, "On Developing a
Voice Enabled Interface for Interactive Tour-Guide Robots", invited
paper, Advanced Robotics, Japan, vol. 17, no. 7, pp. 599-616, 2003
- Drygajlo,
"Speech Coding and Recognition in Noisy Environments for
Communication Terminals", chapter in J. Tasic(, et al. (Eds),
"Intelligent Integrated Media Communication Techniques", Kluwer
Academic Publishers, pp. 337-359, Boston 2003
- P.
Prodanov, A. Drygajlo, “Bayesian Networks for Spoken Dialogue Management
in Multimodal Systems of Tour-Guide Robots”, Eurospeech 2003,
- P.
Prodanov, A. Drygajlo, “Multimodal Interaction Management for Tour-Guide
Robots Using Bayesian Networks”, 2003 IEEE/RSJ International Conference on
Intelligent Robots and Systems (IROS 2002), Las Vegas, USA, Oct. 27-31,
2003
- P.
Prodanov, A. Drygajlo, “Bayesian Networks Based Signal Fusion for User
Goal Identification in Human-Robot Dialogues”, 6th COST 276 Workshop on
Information and Knowledge Management for Integrated Media Communication,
- J.
Czyz,
- Norman
Poh, Sébastien Marcel, and Samy Bengio, "Improving Face
Authentication Using Virtual Samples", in "IEEE International
Conference on Acoustics, Speech, and Signal Processing", 2003
- S.
Bengio, C. Marcel, S. Marcel, and J. Mariéthoz,"Confidence Measures
for Multimodal Identity Verification", in "Information
Fusion", 2002.
- Fabien
Cardinaux, Conrad Sanderson, and Sébastien Marcel, "Comparison of MLP
and GMM Classifiers for Face Verification on XM2VTS", in "4th
International Conference on AUDIO- and VIDEO-BASED BIOMETRIC PERSON
AUTHENTICATION", 2003.
- Le,
Q. and Bengio, S., "Client Dependent GMM-SVM Models for Speaker
Verification", in "International Conference on Artificial Neural
Networks, ICANN/ICONIP 2003", 2003.
- Sanderson,
S. Bengio, H. Bourlard, J. Mariethoz, R. Collobert, M. F. BenZeghiba, F. Cardinaux,
and S. Marcel, "Speech & Face Based Biometric Authentication at
IDIAP", in "Proceedings of the 2003 IEEE International
Conference on Multimedia \& Expo (ICME-03)", 2003
- Mohamed
F. BenZeghiba and Hervé Bourlard, "Hybrid HMM/ANN and GMM Combination
for User-Customized Password Speaker Verification", in
"Proceedings of the 2003 IEEE International Conference on Acoustics,
Speech, and Signal Processing (ICASSP-03)", 2003
- Conrad
Sanderson and Samy Bengio, "Robust Features for Frontal Face
Authentication in Difficult Image Conditions", in "Proceedings
of 4th International Conference on Audio- and Video-based Biometric Person
Authentication (AVBPA-03)", 2003.
- Conrad
Sanderson and Kuldip K. Paliwal, "Noise Resistant Audio-Visual
Verification via Structural Constraints", in "Proceedings of the
2003 IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP-03)", 2003.
- Sébastien
Marcel, Christine Marcel, and Samy Bengio, "A State-of-the-art Neural
Network for Robust Face Verification", in "Proceedings of the
COST275 Workshop on The Advent of Biometrics on the Internet", 2002.
- Mariéthoz,
J. and Bengio, S., "A Comparative Study of Adaptation Methods for
Speaker Verification", in " International Conference on Spoken
Language Processing ICSLP", 2002
- Sébastien
Marcel and Samy Bengio, "Improving Face Verification using Skin Color
Information", in "Proceedings of the 16th International
Conference on Pattern Recognition", 2002.
- Fabien Cardinaux and Sébastien Marcel,"Face
Verification using MLP and SVM", in "XI Journees NeuroSciences
et Sciences pour l'Ingenieur (NSI 2002)", 2002.
- Beat
Pfister and Rene Beutler, "Estimating the Weight of Evidence in
Forensic Speaker Verification" Speech Processing Group Computer
engineering and Networks Laboratory, ETH Zurich, to appear in Proceedings
of Eurospeech 2003, Septembre 1-4 Geneva, Switzerland 2003.
- Hertel,
C., Bunke, H. "A set of novel features for writer
identification", in J. Kittler, M.S. Nixon (eds.): Audio-and
Video-Based Biometric Person Authentication, Proc. 4th Int. Conference
AVBPA, 2003, 679 - 687
- Neuhaus,
M., Bunke, H. "Self-organizing graph edit distance", in E.
Hancock, M. Vento (eds.): Graph Based Representations in Pattern
Recognition, Proc. 4th Int. Workshop BR2003, Springer, LNCS 2726, 83 - 94
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H., "Graph-based tools for data mining and machine learning", in
P. Perner, A. Rosenfeld (eds.): Machine Learning and Data Mining in
Pattern Recognition, Proc. 3rd Int. Conference, Springer LNAI 2734, 7 -
19, 2003
- Mohamed
F. BenZeghiba and Hervé Bourlard, "User-Customized Password Speaker
Verification based on HMM/ANN and GMM Models'', IDIAP-RR 02-10, 2002,
Proc. Intl Conf. on Spoken Language Processing (ICSLP),
IM2.ACP, IM2.MI
- S.
Bengio, "Multimodal Authentication using Asynchronous HMMs", in
"4th International Conference on Audio- and Video-Based Biometric
Person Authentication, AVBPA", 2003.
IM2.DI (ex AP)
- Denis
Lalanne, Rolf Ingold, "Structuring multimedia archives with static
documents", ERCIM News No. 62 "Multimedia Informatics",
July 2005.
- Denis Lalanne, Rolf Ingold, " Documents
statiques et multimodalité, L'alignement temporel pour structurer des
archives multimédias de réunions ", Document numérique Vol.8 N°
4/2004, " Temps et Documents ", Lavoisier, pp.65-89, 02-2005.
- Dalila
Mekhaldi, Denis Lalanne and Rolf Ingold, "Unity is Strength: Coupling
media for thematic segmentation", DAS 2004, 6th IAPR Workshop on
Document Analysis Systems, LNCS 3163, Springer-Verlag, Berlin/Heidelberg,
pp. 559, 2004.
- Ardhendu
Behera, Denis Lalanne and Rolf Ingold, "Combining Color and Layout
Features for the Identification of Low-resolution Documents",
International Journal of Signal Processing Volume 2 Number 1 2005
ISSN:1304-4478, pp. 7-14, 2005
- Rigamonti
M., Lalanne D., Evequoz F., Ingold R., "Browsing multimedia archives
through implicit and explicit cross-modal links", 2nd Joint Workshop
on Multimodal Interaction and Related Machine Learning Algorithms
(MLMI'05), 11-13 July 2005.(accepted)
- Dalila
Mekhaldi, Denis Lalanne, and Rolf Ingold, "From Searching to Browsing
through Multimodal Documents Linking", Proceedings of 8th
International Conference on Document Analysis and Recognition (ICDAR2005),
- Ardhendu
Behera, Denis Lalanne, and Rolf Ingold, "Color, an Inevitable Feature
for Identifying Low-resolution Documents", Proceedings of 8th
International Conference on Document Analysis and Recognition (ICDAR2005),
- Maurizio
Rigamonti, Jean-Luc Bloechle, Karim Hadjar, Denis Lalanne, and Rolf
Ingold, "Towards a Canonical and Structured Representation of PDF
Documents through Reverse Engineering", Proceedings of 8th
International Conference on Document Analysis and Recognition (ICDAR2005),
Seoul, Korea, 2005.
- Hadjar
K., Ingold, R., “Logical labeling of Arabic Newspapers using Artificial
Neural Nets”. Proceedings of the 8th International Conference on Document
Analysis and Recognition,
- Behera,
D. Lalanne, and R. Ingold, "Color and Layout-based Identification of
Documents Captured from Low-resolution Handheld Devices",
International Conference on Pattern Recognition and Computer Vision 2005,
Proceedings of the second World Enformatica Congress, WEC'05, ISBN
975-98458-3-0, Vol 1, pp. 51-55, Istanbul, Turkey, 25-27 February 2005
- Dalila
Mekhaldi, Denis Lalanne, Rolf Ingold, "Using Bi-modal Alignment and
Clustering Techniques for Documents and Speech Thematic
Segmentations", in Thirteenth Conference on Information and Knowledge
Management CIKM 2004, pp. 69-77, Washington D.C., U.S.A, November 8-13,
2004.
- Ardhendu
Behera, Denis Lalanne and Rolf Ingold. "Visual Signature based
Identification of Low-resolution Document Images". The ACM Symposium
on Document Engineering 2004,
- Dalila
Mekhaldi, Denis Lalanne, Rolf Ingold. "Thematic Segmentation of
Meetings Through Document/Speech Alignment", in ACM Multimedia 2004,
12th Annual Conference, New York City, Columbia University, pp. 804-811,
October 10-16, 2004.
- Dalila
Mekhaldi, Denis Lalanne. "Thematic Alignment Of Documents With
Recorded Speech", in doctoral symposium of ACM Multimedia 2004, 12th
Annual Conference, New York City, Columbia University, pp. 973-974,
October 10-16, 2004.
- Dalila
Mekhaldi, Denis Lalanne and Rolf Ingold, "Thematic Alignment of
recorded speech with documents", DocEng 2003, ACM Symposium on
Document Engineering, ACM Press pp. 52-54, Grenoble, France, 2003,
- Karim
Hadjar, Maurizio Rigamonti, Denis Lalanne and Rolf Ingold, "Xed: a
new tool for eXtracting hidden structures from Electronic Documents",
International Workshop on Document Image Analysis for Libraries, IEEE
Computer Society, pp. 212-224, PARC, Palo Alto, California, USA, 2004,
- Maurizio Rigamonti, Karim Hadjar, Denis Lalanne et
Rolf Ingold, "XED, Un outil pour l'extraction et l'analyse de
documents PDF", Huitième Colloque International Francophone sur
l'Ecrit et le Document 2004 La Rochelle, France, pp. 85-90
- Éric Clavier, Sébastien Adam, Pierre Héroux,
Maurizio Rigamonti et Jean-Marc Ogier, "DocMining : Une plate-forme
de conception de systèmes d'analyse de documents.", CIFED 2004, pp.
97-102, La Rochelle, France, 21-25 June 2004
- Behera
A., Lalanne D., Ingold R. "Looking at projected documents: Event
detection & document identification", the 2004 IEEE International
Conference on multimedia and expo (ICME 2004).
- Dalila
Mekhaldi, Denis Lalanne and Rolf Ingold, "Unity is Strength: Coupling
media for thematic segmentation", DAS 2004, 6th IAPR International
Workshop on Document Analysis Systems,
- Andrei
Popescu-Belis and Denis Lalanne, “References to Documents (Ref2doc):
Reference Resolution Over a Restricted Domain”, ACL 2004 Workshop on
Reference Resolution and its Applications,
- Karim
HADJAR and Rolf Ingold, "Physical Layout Analysis of Complex
Structured Arabic Documents using Artificial Neural Nets", 6th IAPR
International Workshop on Document Analysis Systems (DAS'2004), Florence
(Italy), 08-10 September 2004
- S.
Adam, M. Rigamonti, E. Clavier, J.-M. Ogier,
- Dalila
Mekhaldi, Denis Lalanne, Rolf Ingold, "Meeting Thematic Segmentation
Through Document/Speech Alignment", in ACM Multimedia 2004, 12th
Annual Conference, October 10-16, 2004, New York City, Columbia University
- Dalila
Mekhaldi, Denis Lalanne, "Thematic Alignment Of Documents With
Recorded Speech", in doctoral symposium of ACM Multimedia 2004, 12th
Annual Conference, New York City, Columbia University, October 10-16, 2004
- Ardhendu
Behera, Denis Lalanne and Rolf Ingold, "Visual Signature based
Identification of Low-resolution Document Images", in ACM Symposium
on Document Engineering 2004, Milwaukee, Wisconsin, USA, October 28-30,
2004
- Denis
Lalanne, Stéphane Sire et al."A research agenda for assessing the
utility of document annotations in multimedia databases of meeting
recordings", 3rd International Workshop on Multimedia Data and
Document Engineering (MDDE-2003).
- Denis
Lalanne, Dalila Mekhaldi and Rolf Ingold. "Talking about documents:
revealing a missing link to multimedia meeting archives" in Document
Recognition and Retrieval XI conference, IS&T/SPIE's International
Symposium on Electronic Imaging 2004, 18-22 January 2004 in San Jose, CA
USA.
IM2.DI (ex AP), IM2.MDM
- Popescu-Belis
A. & Lalanne D., "Detection and Resolution of References to
Meeting Documents", in Renals S. & Bengio S., eds., Machine
Learning for Multimodal Interaction II, LNCS, Springer-Verlag,
Berlin/Heidelberg, 12 p., 2005. (in press)
- Popescu-Belis
Andrei and Lalanne Denis, "Reference Resolution over a Restricted
Domain: References to Documents", ACL 2004 Workshop on Reference
Resolution and its Applications,
- Popescu-Belis
A., Clark A., Georgescul M., Lalanne D. & Zufferey S., "Shallow
Dialogue Processing Using Machine Learning Algorithms (or not)", in
Bengio S. & Bourlard H., eds., Machine Learning for Multimodal
Interaction, LNCS 3361, Springer-Verlag, Berlin/Heidelberg, p.277-290,
2005.
- Popescu-Belis
A. & Lalanne D., "Ref2doc: Reference Resolution over a Restricted
Domain", proc. of ACL 2004 Workshop on Reference Resolution and its
Applications, Barcelona, Spain, 8 p.11, 2004
- Denis
Lalanne, Rolf Ingold, Didier von Rotz, Ardhendu Behera, Dalila Mekhaldi,
Andrei Popescu-Belis (in press) - "Using static documents as
structured and thematic interfaces to multimedia meeting archives".
In Bourlard H. & Bengio S., eds., Multimodal Interaction and Related
Machine Learning Algorithms, LNCS, Springer-Verlag, Berlin, 8 p, 2004
IM2.DS
- J.
Tarraga, R.D. Hersch, ``Parallel File Striping onOptical Jukebox
Servers'', in Proceedings IEEE International Conference on Multimedia and
Expo,
IM2.IIR
- Eric
Bruno and Nicolas Moenne-Loccoz and Stéphane Marchand Maillet,
"Interactive Video Retrieval based on Multimodal Dissimilarity
Representation", in Proceedings of the 1st Workshop on Machine
Learning Techniques for Processing Multimedia Content, MLMM'05, Bonn,
Germany, August, 2005
- Éric
Bruno and Nicolas Moenne-Loccoz and Stéphane Marchand-Maillet,
"Unsupervised Event Discrimination Based on Nonlinear Temporal
Modelling of Activity", in Pattern Analysis and Application (PAA),
2005. (to appear)
- Eric
Bruno, Nicolas Moenne-Loccoz, and Stéphane Marchand Maillet,
"Learning user queries in multimodal dissimilarity spaces", in
Proceedings of the 3rd International Workshop on Adaptive Multimedia
Retrieval, AMR'05, Glasgow, UK, July 2005.
- Bruno
Janvier, Éric Bruno, Stéphane Marchand-Maillet, and Thierry Pun,
"Information-theoretic temporal segmentation of videos and applications:
multiscale keyframe selection and transition detection", Multimedia
Tools and Applications, 2005. (to appear).
- B.
Janvier, E. Bruno, S. Marchand-Maillet, and T. Pun, "Semantic
Segmentation of Video Collections using Boosted Random Fields",
MLMI'05, 2nd Joint Workshop on Multimodal Interaction and Related Machine
Learning Algorithms, 11-13 July 2005.
- Bruno
Janvier and Nicolas Moenne-Loccoz and Stéphane Marchand Maillet and
Thierry Pun, "A contextual model for semantic video
structuring", in 13th European Signal Processing Conference,
EUSICO'05, Antalya, Turkey, September, 2005
- S.
Kosinov and S. Marchand-Maillet, "Hierarchical Ensemble Learning For
Multimedia Categorization And Autoannotation", Proceedings of the
2004 IEEE Signal Processing Society Workshop (MLSP 2004), pp. 645-654, São
Luís, Brazil, Sept. 2004.
- S.
Kosinov and S. Marchand-Maillet, "Multimedia autoannotation via
hierarchical semantic ensembles", Proceedings of the Int. Workshop on
Learning for Adaptable Visual Systems (LAVS 2004), Cambridge, UK, 2004.
- S.
Kosinov and S. Marchand-Maillet, "Evaluation of distance-based
discriminant analysis and its kernelized extension in visual object
recognition", Proceedings of the 7th International on signalimage
processing and pattern recognition (UkrObraz 2004),
- S.
Kosinov, I. Titov and S. Marchand Maillet, "Large Margin Multiple
Hyperplane Classification for Content-based Multimedia Retrieval",
Proceedings of the 1st Workshop on Machine Learning Techniques for
Processing Multimedia Content, MLMM'05, Bonn, Germany, August 2005.
- S.
Marchand-Maillet and E. Bruno, "Collection Guiding: A new framework
for handling large multimedia collections", Proceedings of the First
Workshop on Audio-visual Content And Information Visualization In Digital
Librairies, AVIVDiLib05,
- S.
Marchand-Maillet and E. Bruno, "Characterising optimal structures in
multimedia collections for enhanced exploration", MLMI'05, 2nd Joint
Workshop on Multimodal Interaction and Related Machine Learning Algorithms,
Edinburgh
- N.
Moënne-Loccoz, E. Bruno and S. Marchand-Maillet, "Interactive Partial
Matching of Video Sequences in Large Collections", In IEEE
International Conference on Image Processing,
- Nicolas
Moënne-Loccoz and Bruno Janvier and Stéphane Marchand-Maillet and Eric
Bruno, "Handling Temporal Heterogeneous Data for Content-Based
Management of Large Video Collections", in Multimedia Tools and
Applications, 2005. (to appear)
- Nicolas
Moenne-Loccoz and Éric Bruno and Stéphane Marchand-Maillet,
"Knowledge-based Detection of Events in Video Streams from Salient
Regions of Activities", in Pattern Analysis and Applications (PAA),
special issue Video Based Event Detection, 2005. (to appear)
- Nicolas
Moenne-Loccoz, Eric Bruno, and Stéphane Marchand Maillet,
"Interactive retrieval of video sequences from local feature
dynamics", in Proceedings of the 3rd International Workshop on
Adaptive Multimedia Retrieval, AMR'05, Glasgow, UK, July 2005.
- Nicolas
Moenne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, and Éric Bruno,
"An integrating framework for the management of video
collections", in First Workshop on Machine Learning and Multimodal
Interaction, volume MLMI'04, Lecture Notes in Computer Science 3361,
Martigny, Switzerland, 2005
- Alessandro
Vinciarelli, "Noisy Text Categorization", IEEE Transactions on
Pattern Analysis and Machine Intelligence, 2005. (accepted for
publication)
- Alessandro
Vinciarelli, "Application of Information Retrieval Techniques to
Single Writer Documents", Pattern Recognition Letters, 2005.
(accepted for publication)
- Nabil
Daddaoua, Alessandro Vinciarelli and Jean-Marc Odobez, "OCR Based
Slide Retrieval", International Conference on Document Analysis and
Recognition",
- David
Grangier and Alessandro Vinciarelli, "Effect of Segmentation Method
on Video Retrieval Performance", IEEE International Conference on
Multimedia and Expo,
- Alessandro
Vinciarelli, "Effect of Recognition Errors on Information Retrieval
Performance", Proceedings of 9th International Workshop on Frontiers
in Handwriting Recognition, pp. 275-279,
- Arsic,
- M.
Keller and
- Vinciarelli
A., "Noisy Text Categorization", in Proceedings of International
Conference on Pattern Recognition (ICPR), 2004.
- Vinciarelli,
A., "Noisy Text Categorization", in "Proceedings of
International Conference on Pattern Recognition (ICPR)", 2004
- Vinciarelli,
A., "Effect of Recognition Errors on Information Retrieval
Performance", in "Proceedings of International Workshop on
Frontiers in Handwriting Recognition", 2004
- B.
Janvier, E. Bruno, T. Pun, S. Marchand-Maillet, "Information
theoretic framework for temporal segmentation of videos and
Applications", MTAP - Multimedia Tools and Applications, Kluwer,
Special Issue, Selected extended papers from CBMI'03, 3rd Int. Workshop on
Content-Based Multimedia Indexing, IRISA, Rennes, France, September 22-24,
2003
- S.
Marchand-Maillet and E. Bruno, "Exploiting User Interaction for
Semantic Content-based Image Retrieval", in "Trends and Advances
in Content-Based Image and Video Retrieval", R. Veltkamp, L Shapiro,
J. Malik, H.-P. Kriegel Eds. LCNS, Springer. 2003 (to appear - Invited
contribution)
- Marchand-Maillet,
H. Müller, W. Müller, T. Pun, "Was leisten automatische
inhaltbasierte Bildsuchsysteme?, The reality of automatic content-based
image retrieval systems", in Suchbilder, W. Ernst, S. Heidenreich,
and U. Holl Eds., Kulturverlag Kadmos Publ., 2003
- H.
Müller, W. Müller, S. Marchand-Maillet, D. McG. Squire, T. Pun, "A framework for
benchmarking in visual information retrieval", Int. Journal on
Multimedia Tools and Applications (Kluwer), Special Issue on Multimedia
Information Retrieval, p. 55-73, 21, 2, 2003
- E.
Bruno, S. Marchand-Maillet, "Non-linear temporal modeling for
motion-based video overviewing", in European Conference on
Content-based Multimedia Indexing (CBMI03),
- E. Bruno, S. Marchand-Maillet, "Prédiction
Temporelle de Descripteurs Visuels pour la Mesure de Similarité entre
Vidéos", in 19eme Colloque sur le traitement du signal et des images
(GRETSI’03), ENST Paris, France, September, 2003.
- B.
Janvier, E. Bruno, S. Marchand-Maillet, T. Pun,
"Information-theoretic framework for the joint temporal partitioning
and representation of video data", CBMI'03, 3rd Int. Workshop on
Content-Based Multimedia Indexing, IRISA,
- C.
Jelmini and S. Marchand-Maillet, "OWL-based reasoning with
retractable inference", in RIAO 2004, conference on Coupling
approaches, coupling media and coupling languages for information
retrieval, Avignon, France, April 2004
- S.
Kosinov, S. Marchand-Maillet, T. Pun, "Iterative majorization
approach to distance-based discriminant analysis", in:
Classification: The Ubiquitous Challenge (Gesellschaft für Klassification,
GfKl'04),
- S.
Kosinov and S. Marchand-Maillet, "Distance-based Discriminant
Analysis for pattern classification", Workshop EUNITE 2004.
- S.
Kosinov, S. Marchand-Maillet, "Global knowledge learning for
multimedia autoannotation", CPR Workshshop LAVS,
- S.
Kosinov, S. Marchand-Maillet, "Hierarchical ensemble learning for
multimedia categorization and autoannotation", IEEE Machine Learning
and Signal
- S.
Kosinov, S. Marchand-Maillet, T.Pun, "Visual object categorization
using distance-based discriminant analysis", 4th Int. Workshop on
Multimedia Data and Document Engineering (MDDE-04), July 2nd 2004, In
conjunction with IEEE Computer Society Conference on Computer Vision and
Pattern Recognition, CVPR 2004, Washington, DC, USA, 27th June - 2nd July,
2004
- S.
Marchand-Maillet, "Visual Collection Guiding. Dagsthul Seminar on
Content-based Retrieval",
- N.Moenne-Loccoz,
E. Bruno, S. Marchand-Maillet, "Video Content Representation as
Salient Regions of Activity", International Conference on Image and
Video Retrieval (CIVR 2004),
- N.
Moenne-Loccoz, B. Janvier, E. Bruno, S. Marchand-Maillet, "Managing
Video Collections at Large", ACM SIGMOD Workshop on “Computer Vision
meets Databases”.
- H.
Müller, A.Geissbuhler, S. Marchand-Maillet, "Extension to the
Multimedia Retrieval Markup Language: A communication protocol for
content-based image retrieval", in European Conference on
Content-based Multimedia Indexing (CBMI03),
- H.
Müller, A Geissbühler, S. Marchand-Maillet and P. Clough,
"Benchmarking Image Retrieval Applications", in Visual
Information Systems (VIS2004).
- V.
Pallotta, A. Ballim, S. Marchand-Maillet and A. Lisowska, "Towards
Meeting Information Sytems: Meeting Knowledge Management", in
International Conference on
- Bruno
Janvier, Eric Bruno, Stephane Marchand-Maillet and Thierry Pun,
"Information-theoretic framework for the joint temporal partioning
and representation of video data", in European Conference on
Content-based Multimedia Indexing (CBMI 03), Rennes France, September 2003.
- Eric
Bruno and Stephane Marchand-Maillet, "Non-linear temporal modeling
for motion-based video overviewing", in European Conference on
Content-based Multimedia Indexing (CBMI 03),
- Henning
Muller, Antoine Geissbuhler and Stephane Marchand-Maillet, "Extension
to the Multimedia Retrieval Markup Language: A communication protocol for
content-based image retrieval", in European Conference on
Content-based Multimedia Indexing (CBMI 03),
- H.Müller,
T. Pun, D. McG. Squire,
"Learning from user behavior in image retrieval: application of the
market basket analysis", Int. J. of Comp. Vision, Special Issue on
Content-Based Image Retrieval, 56, 1/2, 65-77, Jan. - Feb. 2004
- Carlo
Jelmini, Stephane Marchand-Maillet, "DEVA: an extensible
ontology-based annotation model for visual document collections", In
Proceedings of {SPIE} Photonics West, Electronic Imaging 2002, Internet
Imaging {IV}, Santa Clara, CA, USA, 2003.
- S.
Marchand-Maillet, H. Müller,
- S.
Marchand-Maillet and E. Bruno, "From Visual Models to Semantic Visual
Information Retrieval", Special session at the IEEE Int. Conf. on
Image Processing (ICIP 2003), Barcelona, Spain, Sept. 2003
- S.
Marchand-Maillet and E. Bruno, "Exploiting User Interaction for
Semantic Content-based Image Retrieval|, in "Trends and Advances in
Content-Based Image and Video Retrieval", R. Veltkamp, L Shapiro, J.
Malik, H.-P. Kriegel Eds. LCNS, Springer. 2003 (to appear - Invited
contribution).
- E. Bruno, S. Marchand-Maillet "Prédiction
Temporelle de Descripteurs Visuels pour la Mesure de Similarité entre Vidéos",
in 19eme Colloque sur le traitement du signal et des images (GRETSI’03),
ENST Paris, France, September, 2003.
- P.
Roth, D. Richoz, T. Pun, " A multimodal system for the non-visual
exploration of digital pictures", Interact 2003, 9th ICIP TC13 Int.
Conf. on Human-Computer Interaction, Zuerich, Switzerland, Sept. 1-5, 2003
- H.
Müller, W. Müller, S. Marchand-Maillet, D. Squire, T. Pun. "A
Framework for Benchmarking in Visual Information Retrieval'', In
International Journal on Multimedia Tools and Applications (Special Issue
on Multimedia Information Retrieval), 2002 (to appear),
- S.
Marchand-Maillet, "Construction of a Formal Multimedia Benchmark'',
In Proceedings of the European Signal Processing Conference
(EUSIPCO2002)},
- H. Müller, S. Marchand-Maillet, T. Pun. "The Truth About Corel -
Evaluation in Image Retrieval'', in Proceedings of The Challenge of Image
and Video Retrieval (CIVR2002),
- T.
Louchnikova, S. Marchand-Maillet, "Flexible Image Decomposition for
Multimedia Indexing and Retrieval'', in Proceedings of SPIE Photonics
West, Electronic Imaging 2002, Internet Imaging III,
- "T.
Pfund, S. Marchand-Maillet, ""A Dynamic Multimedia Annotation
Tool'', in Proccedings of SPIE Photonics West, Electronic Imaging 2002,
Internet
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III,
IM2.IIR, IM2.MI
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Gatica-Perez,
IM2.IIR, IM2.SA
- F.
Monay and D. Gatica-Perez, PLSA-based Image Auto-Annotation: Constraining
the Latent Space, in "Proc. ACM Int. Conf. on Multimedia (ACM
MM)", 2004.
- T.
Butz and J. Thiran, From Error Probability to Information Theoretic
(Multi-Modal) Signal Processing, Signal Processing, Vol. 85, No 5, pp.
875-902, 2005
- Daniel
Gatica-Perez, Alexander Loui, and Ming-Ting Sun, "Finding Structure
in Home Videos by Probabilistic Hierarchical Clustering", in
"IEEE Transactions on Circuits and Systems for Video
Technology", 2003
- Daniel
Gatica-Perez, Ming-Ting Sun, and Alexander Loui,"Probabilistic Home
Video Structuring: Feature Selection and Performance Evaluation'', IDIAP-RR
02-11, 2002, Proc. IEEE International Conference on Image Processing, 2002
IM2.IIR, IM2.SP
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Ajmera,
IM2.IP
- Wellner,
P., Flynn, M., Tucker, S., Whittaker, S., "A Meeting Browser
Evaluation Test", Conference on Human Factors in Computing Systems
(CHI), Portand, Oregon, USA, 2nd-7th April 2005.
- "Jean
Carletta, Simone Ashby, Sebastien Bourban, Mike Flynn, Mael Guillemot,
Thomas Hain, Jaroslav Kadlec, Vasilis Karaiskos, Wessel Kraaij, Melissa
Kronenthal, Guillaume Lathoud, Mike Lincoln, Agnes Lisowska, Iain McCowan,
Wilfried Post, Dennis Reidsma, and Pierre
- Wellner,
""The AMI Meeting Corpus: A Pre-Announcement"", In
proceedings of MLMI05: 2nd Joint Workshop on Multimodal Interaction and
Related Machine Learning Algorithms 11-13 July 2005."
IM2.IP, IM2.DI (ex AP), IM2.ACP, IM2.DS,
IM2.IIR, IM2.MDM, IM2.MI, IM2.SA, IM2.SP, IM2.VE
- Mael
Guillemot, Pierre Wellner, Daniel Gatica-Perez & Jean-Marc Odobez,
"A Hierarchical Keyframe User Interface for Browsing Video over the
Internet", Ninth IFIP TC13 International Conference on Human-Computer
Interaction (Interact 2003), Zurich, September 2003.
- McCowan
and S. Bengio and D. Gatica-Perez and G. Lathoud and F. Monay and D.
IM2.IP, IM2.IIR, IM2.MI
- Dong
Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan and Guillaume
Lathoud, "Multimodal Group Action Clustering in Meetings", in
"ACM 2nd International Workshop on Video Surveillance & Sensor
Networks in conjunction with 12th ACM International Conference on
Multimedia", 2004
IM2.IP, IM2.MDM, IM2.SP
- N.
Morgan, D. Baron, S. Bhagat, H. Carvey, R. Dhillon, J. Edwards, D.
Gelbart, A. Janin, A. Krupski, B. Peskin, T. Pfau, E. Shriberg, A.
Stolcke, and C. Wooters, "Meetings about meetings: research at ICSI
on speech in multiparty conversations", ICASSP-2003, Hong Kong, April
2003.
IM2.IP, IM2.SP
- J.
Ajmera,
- J.
Ajmera, G. Lathoud, and
- Guillaume
Lathoud, Iain A. McCowan, and Jean-Marc Odobez, "Unsupervised
Location-Based Segmentation of Multi-Party Speech", in
"Proceedings of the 2004 ICASSP-NIST Meeting Recognition
Workshop", 2004
- D.
Moore and
- Guillaume
Lathoud, Iain A. McCowan, and Darren C. Moore, "Segmenting Multiple
Concurrent Speakers Using Microphone Arrays", in "Proceedings of
Eurospeech 2003", September 2003.
- G.
Lathoud and
IM2.MDM
- Popescu-Belis A., "Compte rendu de Dialogue
homme-machine multimodal", Landragin F., T.A.L. : Traitement
automatique de la langue, vol. 46, n. 1, p.17-20, 2004.
- Rajman,
Martin and Bui, Trung H. and Rajman, Andréa and Seydoux, Florian and
Trutnev, Alex and Quarteroni, Silvia, "Assessing the usability of a
dialogue management system designed in the framework of a rapid dialogue
prototyping methodology", ACTA ACUSTICA united with ACUSTICA, the
Journal of the European Acoustics Association (EAA): International Journal
on Acoustics. Vol.
90, no. 6 pp. 1096-1111 ISSN 1610-1928 S. Hirzel Verlag- Stuttgart,
Nov./Dec. 2004.
- Melichar,
M., Lisowska, A. Armstrong, S. & Rajman, M., "Rapid Multimodal
Dialogue Design: Application in a Multimodal Meeting Retrieval and
Browsing System", Joint AMI/PASCAL/IM2/M4 Workshop on Multimodal
Interaction and Related Machine Learning Algorithms,
- Ailomaa,
M., Vladimir Kadlec, Jean-Cedric Chappelier, and Martin Rajman,
"Efficient Processing of Extra-grammatical Sentences: Comparing and Combining
two approaches to Robust Stochastic parsing". Proc. of the
International Symposium on Applied Stochastic Models and Data Analysis
(ASMDA2005).
- Ailomaa,
M., Vladimir Kadlec, Jean-Cédric Chappelier, and Martin Rajman, “Robust
Stochastic Parsing: Comparing two approaches for Processing
Extra-grammatical Sentences”, Proc. of the 15th Nordic Conference of
Computational Linguistics (NODALIDA2005).
- Martin
Rajman, Pierre Andrews, Maria del Mar Perez Almenta, and Florian Seydoux,
"Conceptual document indexing using a large scale semantic dictionary
providing a concept hierarchy", Proc. of the International Symposium
on Applied Stochastic Models and Data Analysis (ASMDA2005).
- Melichar,
M., Cenek, P., Rajman, M., "The architecture and design principle of
EPFL dialogue management system" Text Speech and Dialogue 2005,
- Quarteroni
, S., Rajman, M., Melichar, M., "Introducing reset patterns: An
extension to a rapid dialogue prototyping methodology", the IEE
International Workshop on Intelligent Environments,
- Georgescul,
M., Clark A. & Armstrong S., "Using support vector machines for
thematic text segmentation", PASCAL Workshop on Machine Learning,
Support Vector Machines, and Large Scale Optimization,
Wissenschaftszentrum Schloß Thurnau, Germany.
- Rajman,
M., Bui, T.H., Rajman, A., Seydoux, F., Trutnev, A., Quarteroni, S.,
"Assessing the usability of a dialogue management system designed in
the framework of a rapid dialogue prototyping methodology", Acta
Acustica united with Acustica, to appear in 2004
- Antoine Rozenknop, Jean-Cédric Chappelier, Martin
Rajman, "Polynomial Discriminant Tree Substitution Grammars" in
revue Traitement Automatique des Langues (TAL), 44(3), Paris, to appear in
2004
- Antoine
Rozenknop, Jean-Cédric Chappelier, and Martin Rajman, "Discriminative
Models of SCFG and STSG", Proceedings of the 7th International Conference
on Text, Speech Dialogue (TSD 2004), P. Sojka, I. Kopecek K. Pala (Eds.),
Lecture Notes in Computer Science, Springer-Verlag, Berlin Heidelberg New
York, Brno, Czech Republic, September 8-11, 2004
- T.
H. Bui, M. Rajman, and M. Melichar, “Rapid Dialogue Prototyping
Methodology”, Proceedings of the 7th International Conference on Text,
Speech Dialogue (TSD 2004), P. Sojka, I. Kopecek K. Pala (Eds.), Lecture
Notes in Computer Science, Springer-Verlag, Berlin Heidelberg New York,
Brno, Czech Republic, September 8-11, 2004
- Pallotta
V., Ghorbel H., Ruch P. & Coray G., "An Argumentative Annotation
Schema for Meeting Discussions", LREC'2004 (Fourth International
Conference on Language Resources and Evaluation), Lisbon, Portugal,
vol.III, p.1003-1006, 2004
- Lisowska
A., Rajman M., Bui T.H. (in press), " ARCHIVUS: A System for
Accessing the Content of Recorded Multimodal Meetings", in Bourlard
H. & Bengio S., eds., Multimodal Interaction and Related Machine
Learning Algorithms, LNCS, Springer-Verlag, Berlin, 2004
- Lonneke
van der Plas, Vincenzo Pallotta, Martin Rajman, Hatem Ghorbel,
"Automatic Keyword Extraction from Spoken Text. A Comparison of two
Lexical Resources : EDR & WordNet", Proceedings of the Fourth
International Conference on Language Resource and Evaluation (LREC'2004),
Lisbon, vol.VI, p.2205-2208, June, 2004
- Pallotta
V., Ghorbel H., Ballim A., Lisowska A., & Marchand-Maillet S.,
"Towards Meeting Information Systems: Meeting Knowledge
Management", proceedings of ICEIS '04 (6th International Conference on
Enterprise Information Systems), p.464-469, Porto, Portugal, April 14-17
2004
- Ghorbel, H., Coray G., Collet O.,
"L'alignement des documents médiévaux", Hermès Document
Numérique, numéro spécial sur Numérisation et patrimoine. vol 7/3-4
pp.27-45, 2003
- Clark
A. and Thollard F., "PAC-learnability of Probabilistic Deterministic
Finite State Automata", Journal of Machine Learning Research, n. 5,
p.473-497, May 2004
- Cartoni
B. Bouillon P., Alphonse Y., Lehmann S, "Automatisation of the
Activity of Term Collection in Different Languages", proc. of
LREC'2004 (Fourth International Conference on Language Resources and
Evaluation),
- Clark
A. & Popescu-Belis A., "Multi-level Dialogue Act Tags",
proc. of SIGDIAL'04 (5th SIGdial Workshop on Discourse and Dialogue),
- Lisowska
A., Popescu-Belis A. & Armstrong S., "User Query Analysis for the
Specification and Evaluation of a Dialogue Processing and Retrieval
System", proc. of LREC'2004 (Fourth International Conference on
Language Resources and Evaluation), Lisbon, Portugal, vol.III, p.993-996,
2004
- Popescu-Belis
A., "Abstracting a Dialog Act Tagset for Meeting Processing",
proc. of LREC'2004 (Fourth International Conference on Language Resources
and Evaluation), Lisbon, Portugal, vol.IV, p.1415-1418, 2004
- Popescu-Belis
A., Rigouste L., Salmon-Alt S. & Romary L., "Online Evaluation of
Coreference Resolution", proc. of LREC'2004 (Fourth International
Conference on Language Resources and Evaluation), Lisbon, Portugal, vol.IV,
p.1507-1510, 2004
- Popescu-Belis
A., Georgescul M., Clark A. & Armstrong S., "Building and Using a
Corpus of Shallow Dialogue Annotated Meetings", proc. of LREC'2004
(Fourth International Conference on Language Resources and Evaluation),
- Van
der Plas L., Pallotta V., Rajman M. & Ghorbel H., "Automatic
Keyword Extraction from Spoken Text. A Comparison of Two Lexical
Resources: EDR and WordNet", proc. of LREC'2004 (Fourth International
Conference on Language Resources and Evaluation),
- Zufferey
S. & Popescu-Belis A., "Towards Automatic Disambiguation of
Discourse Markers: the Case of 'Like' ", proc. of SIGDIAL'04 (5th
SIGdial Workshop on Discourse and Dialogue),
- "Proceedings
of the Second International Workshop on Generative Approaches to the
Lexicon", P. Bouillon and K. Kanzaki (eds),
- Popescu-Belis
A. "Evaluation-Driven Design of a Robust Reference Resolution
System", Natural Language Engineering, vol. 9, n. 2, p.1-26. 2003
- Armstrong
S.,
- Pallotta
V., "A computational dialectics approach to meeting tracking and
understanding, in Materiali Linguistici" , Franco Angeli, October
2003
- Clark,
A. "Preprocessing very noisy text. Workshop on Shallow Processing of
Large Corpora" Corpus Linguistics 2003,
- Palotta, V. "Tutorial on Computational
Dialogue Models", EACL, Budapest, Hungary 2003
- Zufferey
S. & Popescu-Belis A. "Automating the corpus- based study of the
acquisition of pragmatic markers", Eighth International Pragmatics
Conference,
- Popescu-Belis
A. "Compte rendu de Multimodality in Language and Speech
Systems", Granstrom B., House D. & Karlsson I., eds., 2002. In
T.A.L: Traitement automatique de la langue, vol. 44, n. 1, 2003.
- Rajman M., Rajman A., Seydoux F., Trutnev A. "Prototypage
rapide et évaluation de modèles de dialogue finalisés", Actes de la
10eme conférence sur le Traitement Automatique des Langues Naturelles
(TALN 2003), Batz-sur-Mer, France, June 2003.
- Rajman
M., Rajman A., Seydoux F., Trutnev A. "Assessing the usability of a
dialogue management system designed in the framework of a rapid dialogue
prototyping methodology", Proc. of the 1st ISCA Workshop on Auditory
Quality of Systems, Mont Cenis, Germany, April, 2003.
- Seydoux
F., Trutnev A., Rajman M. "Dialogue Management with weak speech
recognition : a pragmatic approach", ISCA workshop on Error handling
in dialogue systems, , p.133-138, Chateau-d'Oex,
- Zufferey
S."Discourse markers in dialogue: relevance-theoretic analysis and
corpus-based validation", 8th IPrA Conference (International
Pragmatics Association),
- "V.
Claveau, P. Sébillot, C. Fabre and P. Bouillon, «Learning Semantic Lexicons from a
Part-of-Speech and Semantically Tagged, «Corpus using Inductive Logic
Programming'', in Journal of Machine Learning Research (JMLR)},
- Special
issue on inductive logic programming, 2002, to appear"
- Bouillon,
Pierrette, Claveau, Vincent, Fabre, Cécile and Sébillot, Pascale,
"Acquisition of Qualia Elements from Corpora: Evaluation of a
Symbolic Learning Method'', in Proceedings of LREC 2002 (Language
Resources and Engineering Conference),
- Clark,
Alexander, "Memory-Based Learning of Morphology with Stochastic
Transducers'', in Proceedings of ACL 2002 (Association for Computational
Linguistics),
- Popescu-Belis,
Andrei, "The Use of Referring Cases and of Individual/Categorial
Salience to Represent Discourse Referents in Narrative Texts'', in
Proceedings of DAARC-4 (Discourse Anaphora and Anaphor Resolution
Colloquium),
- Rayner,
Manny and Bouillon, Pierrette, "A flexible Speech to Speech
Phrasebook Translator'', in Proceedings of ACL-02 Workshop on
Speech-to-Speech Translation: Algorithms and Systems, Philadelphia, PA,
USA, 2002
- Hovy,
E., King, M. and Popescu-Belis, A., "Computer-aided Specification of
Quality Models for Machine Translation Evaluation'', in Proceedings of
LREC02, p.1239-1246,
- Popescu-Belis,
A., Armstrong, S. and Robert, G.,"Secure Electronic Dictionary
Distribution Through the DicoPro Server'', in Proceedings of LREC 2002,
p.1144-1149,
- Hovy,
E., King, M. and Popescu-Belis, A.,`"An Introduction to MT
Evaluation'', in Workbook of the LREC 2002 Workshop on Machine Translation
Evaluation: Human Evaluators Meet Automated Metrics, p.1-7,
- Dabbadie,
M., Hartley, A., King, M., Miller, K.J., Mustafa El Hadi,
W.,Popescu-Belis, A., Reeder, F. and Vanni, M., "A Hands-On Study of the
Reliability and Coherence of Evaluation Metrics'', in Workbook of the LREC
2002 Workshop on Machine Translation Evaluation: Human Evaluators Meet
Automated Metrics, p.8-16, Las Palmas de Gran Canaria, Spain, 2002
- Franck
Thollard and Alexander Clark, "Apprentissage d'Automates
Probabilistes Déterministes'', Proceedings of CAp 2002
- Franck
Thollard and Alexander Clark, "Détection de Groupes Nominaux par
Inférence Grammaticale Probabiliste'', Proceedings of CAp 2002
IM2.MDM, IM2.SP
- D.
Hillard, M. Ostendorf, and
- B.
Wrede and E. Shriberg, "Spotting "Hot Spots" in Meetings:
Human Judgements and Prosodic Cues", EUROSPEECH 2003,
- S.
Bhagat, H. Carvey, E. Shriberg, "Automatically Generated Prosodic
Cues to Lexically Ambiguous Dialog Acts in Multiparty Meetings",
ICPhS 2003, Barcelona, August 2003.
IM2.MI
- Mark
Barnard and Jean-Marc Odobez, "Robust playfield segmentation using
map adaptation", in Proc. 17th International Conference on Pattern
Recognition (ICPR 2004),
- S.
Bengio and H. Bourlard, "Multi channel sequence processing", in
J. Winkler, N. Lawrence, and M. Niranjan, editors, The Shefield Machine
Learning Workshop, volume LNCS 3635, Springer-Verlag, 2005.
- Silvia
Chiappa and David Barber, "Generative independent component analysis
for eeg classification", in European Symposium on Artificial Neural
Networks ESANN, 2005.
- Silvia
Chiappa and David Barber, "Generative temporal
- Christos
Dimitrakakis and Samy Bengio, "Boosting hmms with an application to
speech recognition", in IEEE International Conference on Acoustic,
Speech, and Signal Processing, ICASSP, 2004. (IDIAP-RR 03-41)
- Christos
Dimitrakakis and Samy Bengio, "Online policy adaptation for ensemble
classifiers", in 12th European Symposium on Artificial Neural
Networks, ESANN 04, 2004. (IDIAP-RR 03-69)
- Christos
Dimitrakakis and Samy Bengio, "Boosting word error rates", in
IEEE International Conference on Acoustic, Speech, and Signal Processing,
ICASSP, 2005. (IDIAP-RR 04-49)
- P.W.
Ferrez and J. del R. Millán, "You are wrong! automatic detection of
interaction errors from brain waves", in Proceedings of the 19th
International Joint Conference on Artificial Intelligence, Edinburgh, UK,
August 2005.
- D.
Gatica-Perez, I. McCowan, D. Zhang, and S. Bengio, "Detecting group
interest-level in meetings", in IEEE Int. Conf. on Acoustics, Speech,
and Signal Processing (ICASSP), 2005.
- R.
Grave de Peralta Menendez, S. Gonzalez Andino, L. Perez, P.W. Ferrez, and
J. del R. Millán, "Non-invasive estimation of local field potentials
for neuroprosthesis control", Cognitive Processing, Special Issue on
Motor Planning in Humans and Neuroprosthesis Control, 2005.
- McCowan,
D. Gatica-Perez, S. Bengio, G. Lathoud, M. Barnard, and D. Zhang,
"Automatic analysis of multimodal group actions in meetings",
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004. (to
appear)
- J. del R. Millán, "Interfaces
cerebrales", Mente y Cerebro, 2005.
- J.-F.
Paiement, D. Eck, S. Bengio, and D. Barber, "A graphical model for
chord progressions embedded in a psychoacoustic space", in
Proceedings of the 22nd International Conference on Machine Learning,
2005. (IDIAP-RR 05-33)
- Marc
Al-Hames, Alfred Dielmann, Daniel Gatica-Perez, Stephan Reiter, Steve
Renals, and Dong Zhang, "Multimodal Integration for Meeting Group
Action Segmentation and Recognition", MLMI, July, 2005. (IDIAP-RR 31)
- Dong
Zhang, Daniel Gatica-Perez, and Samy Bengio, "Semi-supervised Meeting
Event Recognition with Adapted HMMs", in Prof. IEEE ICME, July, 2005.
(IDIAP-RR 15)
- Dong
Zhang, Daniel Gatica-Perez, and Samy Bengio, "Semi-supervised Adapted
HMMs for Unusual Event Detection", in Prof. IEEE CVPR, June, 2005.
(IDIAP-RR 80)
- J.
del R. Millán, F. Renkens, J. Mouri no, and W. Gerstner,
"Brain-Actuated Interaction", in "Artificial
Intelligence", 2004
- R.
Collobert, Y. Bengio, and
- J.
del R. Millán, "On the Need for On-Line Learning in Brain-Computer
Interfaces", in "Proceedings of the International Joint
Conference on Neural Networks", 2004
- S.
Chiappa and S. Bengio, "HMM and IOHMM Modeling of EEG Rhythms for
Asynchronous BCI Systems", in "European Symposium on Artificial
Neural Networks ESANN", 2004
- R.
Collobert and
- Christos
Dimitrakakis and Samy Bengio, "Online Policy Adaptation for Ensemble
Classifiers", in "12th European Symposium on Artificial Neural
Networks, ESANN 04", 2004
- R.
Collobert and
- J.
del R. Millán, "Restoring Locomotion with a Thought Controlled
- J.
del R. Millán, F. Renkens, J. Mouri no, and W. Gerstner,
"Non-Invasive Brain-Actuated Control of a
- F.
Cincotti, A. Scipione, A. Tiniperi, D. Mattia, M.G. Marciani, J. del R.
Millán, S. Salinari, L. Bianchi, and F. Babiloni, "Comparison of
different feature classifiers for brain computer interfaces", in
"Proceedings of the 1st International IEEE EMBS Conference on Neural
Engineering", 2003
- T.
I. Alecu,
- T.
I. Alecu,
- T.
I. Alecu,
- Grave
de Peralta Menendez, R,
- Grave
de Peralta Menendez, R,
- Elly
Gysels, José
- Millán,
J. del R, "Adaptive brain interfaces for communication and
control", Proc. of the 10th Int. Conf. on Human-Computer Interaction
(HCII-2003). Special Session on "User Interfaces for the Age of the
Disappearing Computer",
- Millán,
J. del R., Renkens, F., Mouriño, J., &, Gerstner, W.,
"Non-invasive brain-actuated control of a mobile robot", Proc.
of the Int. Joint Conf. on Artificial Intelligence (IJCAI-03).
- Science,
vol. 299,
- J.
Kronegg, T. Alecu, T. Pun, "Information theoretic bit-rate
optimization for average trial protocol Brain-Computer Interfaces",
HCI International 2003, 10th International Conference on Human-Computer
Interaction, Crete, Greece, June 22-27, 2003,
- J.
del R. Millán and J. Mouri no, "Asynchronous BCI and Local Neural
Classifiers: An Overview of the Adaptive Brain Interface Project", in
IEEE Trans. on Neural Systems and Rehabilitation Engineering, Special
Issue on Brain-Computer Interface Technology", 2003.
- J.
del R. Millán, "Adaptive Brain Interfaces", in "Communications
of the ACM", vol. 46, n. 3, pp. , 2003. Invited paper.
- Collobert,
R., Bengio, S., and Bengio, Y., "A Parallel Mixture of SVMs for Very
Large Scale Problems", in "Neural Computation", 2002.
- Collobert,
R., Bengio, Y., and Bengio, S., "Scaling Large Learning Problems with
Hard Parallel Mixtures", in "International Workshop on Pattern
Recognition with Support Vector Machines, SVM'2002", 2002.
- J.
Mouri no, S. Chiappa, R. Jané, and J. del R. Millán, "Evolution of
the Mental States Operating a Brain-Computer Interface", in
"Proceedings of the International Federation for Medical and
Biological Engineering", 2002.
- R.
Grave de Peralta Menendez, S. Gonzalez Andino, J. Millan, T. Pun, C. M.
Michel, "Direct non-invasive brain computer interfaces", Human
Brain Mapping 2003, June 18-22, 2003, New York, USA
- Francesco
Camastra and Alessandro Vinciarelli, "Estimating the Intrinsic
Dimension of Data with a Fractal-Based Method'', IDIAP-RR-02-02, 2002,
accepted for publication in IEEE Transactions on Pattern Analysis and
Machine Intelligence (PAMI), to appear
IM2.MI, IM2.IP
- Dong
Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan, and Guillaume
Lathoud, "Modeling Individual and Group Actions in Meetings: a
Two-Layer HMM Framework",in "the Second IEEE Workshop on Event
Mining: Detection and Recognition of Events in Video, In Association with
CVPR", 2004
IM2.MI, IM2.SA
- Mark
Barnard, Jean-Marc Odobez, and Samy Bengio, "Multi-Modal Audio-Visual
Event Recognition for Football Analysis", IDIAP-RR 03-12, 2003.
- Francesco
Camastra and Alessandro Vinciarelli, "Combining Neural Gas and
Learning Vector Quantization for Cursive Character Recognition, in
"Neurocomputing", 2003.
- Gunter,
S., Bunke, H., "Generating classifier ensembles from multiple
prototypes and its application to handwriting recognition'', in Roli, F.,
Kittler, J. (Eds.) Multiple Classifier Systems, Proceedings MCS 2002, LNCS
2364, Springer, pp.179-188, 2002
IM2.MI, IM2.SA, IM2.SP
- D.
Gatica-Perez, G. Lathoud,
- Torsten
Butz and Jean-Philippe Thiran, "Feature Space Mutual Information in
Video-Speech Sequences", IEEE ICME 2002;
IM2.MI, IM2.SP
- Hamed
Katebdar, Jithendra Vepa, Samy Bengio and Herve Bourlard, "Developing
and Enhancing Posterior based Speech Recognition Systems",
INTERSPEECH 2005, Lisbon, Portugal, Sept. 2005. (accepted)
- Hamed
Katebdar, Herve Bourlard and Samy Bengio, "Hierarchical Multi-Stream
Posterior based Speech Recognition System", Proceedings of MLMI’05
workshop, Edinburgh, U.K., July, 2005.
- S.
Bengio, "An Asynchronous Hidden Markov Model for Audio-Visual Speech
Recognition", in "Advances in Neural Information Processing
Systems, NIPS 15", 2003
- S.
Bengio, "Multimodal Speech Processing Using Asynchronous Hidden
Markov Models", in "Information Fusion", 2003.
- T.A.Stephenson,
M.Magimai-Doss, H.Bourlard, "Mixed Bayesian Networks with Auxiliary
Variables for Automatic Speech Recognition,'' accepted for publication in
Intl. Conf. on Pattern Recognition} (ICPR 2002), August 11-15,
- Todd
A. Stephenson, Mathew Magimai-Doss, and Hervé Bourlard, "Auxiliary
Variables in Conditional Gaussian Mixtures for Automatic Speech
Recognition'', IDIAP-RR 02-25, 2002, Seventh International Conference on
Spoken Language Processing (ICSLP 2002), September 2002
- Todd
A. Stephenson, Jaume Escofet, Mathew Magimai-Doss, an Hervé Bourlard,
"Dynamic Bayesian Network Based Speech Recognition with Pitch and
Energy as Auxiliary Variables'', IDIAP-RR 02-24, 2002, 2002 IEEE
International Workshop on Neural Networks for for Signal Processing (NNSP
2002), September 2002
IM2.SA
- G.
Monaci and P. Vandergheynst, "Learning structured dictionaries for
image representation", Proc. of IEEE International Conference on Image
Processing (ICIP '04),
- G.
Monaci, P. Jost and P. Vandergheynst, "Image compression with learnt
tree-structured dictionaries", Proc. of IEEE International Workshop
on Multimedia Signal Processing (MMSP '04),
- Günter,
S., Bunke, H., "Off-line cursive handwriting recognition using
multiple classifier systems - on the influence of vocabulary, ensemble,
and training set size", Optics and Lasers in Engineering 43, p 437 –
454, 2005.
- Varga,
T., Bunke, H., "Off-line handwritten word recognition using synthetic
training data produced by means of a geometrical distortion model",
Int. Journal of Pattern Recognition and Art. Intelligence, Vol. 18, No. 7,
1285 – 1302, 2004.
- Günter,
S., Bunke, H., "Multiple classifier systems in off-line handwritten
word recognition – on the influence of training set and vocabulary
size", Int. Journal of Pattern Recognition and Art. Intelligence,
Vol. 18, No. 7, p 1303 – 1320, 2004.
- Günter,
S., Bunke, H., "Handwritten word recognition using classifier
ensembles generated from multiple prototypes", Int. Journal of
Pattern Recognition and Art. Intelligence, Vol. 18, No. 5, p 957 – 974,
2004.
- Bertolami,
R., Bunke, H., "Ensemble methods for handwritten text line recognition
systems", Proc. IEEE Int. Conference on Systems, Man, and
Cybernetics,
- Liwicki,
M., Bunke, H., "Handwriting Recognition of Whiteboard Notes",
Proc. 12th Conference of the International Graphonomics Society, p 118 –
122, 2005.
- Varga,
T., Kilchhofer, D., Bunke, H., "Template-based Synthetic Handwriting
Generation for the Training of Recognition Systems", Proc. 12th
Conference of the International Graphonomics Society, p 206 – 211, 2005.
- Liwicki,
M., Bunke, H., "Enhancing Training Data for Handwriting Recognition
of Whiteboard Notes with Samples from a Different Database", Proc.
8th Int. Conf. on Document Analysis and Recognition, 2005
- Liwicki,
M., Bunke, H., "IAM-OnDB – an On-Line English Sentence Database
Acquired from Handwritten Text on a Whiteboard", Proc. 8th Int. Conf.
on Document Analysis and Recognition, 2005
- Varga,
T., Bunke, H., "Tree Structure for Word Extraction from Handwritten
Text Lines", Proc. 8th Int. Conf. on Document Analysis and
Recognition, 2005
- Bertolami,
R., Bunke, H., "Multiple Handwritten Text Recognition Systems Derived
from Specific Integration of a Language Model", Proc. 8th Int. Conf.
on Document Analysis and Recognition, 2005
- Günter,
S., Bunke, H., "Ensembles of classifiers for handwritten word
recognition specialized on individual handwriting styles", in
Marinai, S., Dengel, A. (eds.): Document Analysis Systems IV, Proc. 6th
Int. Workshop, Springer LNCS 3163, p 286 – 297, 2004.
- Günter,
S., Bunke, H., "Combination of three classifiers with different
architectures for handwritten word recognition", Proc. 9th Int.
Workshop on Frontiers in Handwriting Recognition, p 63 – 68, 2004.
- Zimmermann,
M., Bunke, H., "N-gram language models for offline handwritten text
recognition", Proc. 9th Int. Workshop on Frontiers in Handwriting
Recognition, p 203 – 208, 2004.
- Varga,
T., Bunke, H., "Comparing natural and synthetic training data for
off-line cursive handwritten text recognition", Proc. 9th Int.
Workshop on Frontiers in Handwriting Recognition, p 221 – 225, 2004.
- Pekalska,
E., Duin, R., Günter, S., Bunke, H., "On not making dissimilarities
Euclidean", in Fred, A. et al. (eds.): Structural, Syntactic, and
Statistical Pattern Recognition, Proc. Joint IAPR Int. Workshops SSPR and
SPR, Springer LNCS 3138, p 1145 – 1154, 2004.
- Günter,
S., Bunke, H., "An evaluation of ensemble methods in handwritten word
recognition based on feature selection", Proc. 17th Int. Conference
on Pattern Recognition, Vol I, p 388 – 392, 2004.
- Varga,
T., Bunke, H., "Off-line handwritten textline recognition using a
mixture of natural and synthetic training data", Proc. 17th Int.
Conference on Pattern Recognition, Vol II, p 545 – 549, 2004.
- Zimmermann,
M., Bunke, H., "Optimizing the integration of a statistical language
model in HMM based offline handwritten text Recognition", Proc. 17th
Int. Conference on Pattern Recognition, Vol II, p 541 – 544, 2004.
- M.
Bray, E. Koller-Meier, P. Mueller, L. Van Gool and N.N. Schraudolph,
"Stochastic Optimization for High-Dimensional Tracking in Dense Rage
Maps", IEE journal in 'Vision, Image & Signal Processing', Will
be published in 2005.
- M.
Bray, E. Koller-Meier, and L. Van Gool, "Smart particle filtering for
high-dimensional tracking", Computer Vision and Image Understanding
(to be published)
- Griesser,
T. P. Koninckx and L. Van Gool, "Adaptive Real-Time 3D Acquisition
and Contour Tracking within a Multiple Structured Light System", 12th
Pacific Conference on Computer Graphics and Applications (PG2004), October
2004.
- Griesser
and L. Van Gool, "A High-Speed Adaptive Multi-Module Structured Light
Scanner", CapTech 2004, December 2004.
- Griesser
and L. Van Gool, "RTSyncNet - A flexible Real-Time Synchronisation
Network for Cluster based Vision- and Graphics-Architectures", Proceedings
of the second conference on visual information engineering (VIE 2005),
April 2005.
- D.
Roth, P. Doubek and L. Van Gool, "Bayesian Pixel Classification for
Human Tracking", IEEE Workshop on Motion and Video Computing
(MOTION), January 2005.
- T.
Jaeggli, G. Caenen, R. Fransens and L. Van Gool, "Analysis of Human
Locomotion Based on Partial Measurements", Proceedings of IEEE Motion
2005, January 2005.
- T.
Jaeggli, T. P. Koninckx and L. Van Gool, "Model-based Sparse 3D
Reconstruction for Online Body Tracking", Proceedings of IST/SPIE's
17th annual symposium on electronic imaging - videometrics VIII, January
2005.
- Fasel,
F. Monay, and D. Gatica-Perez, "Latent Semantic Analysis of Facial
Action Codes for Automatic Facial Expression Recognition",
International Conference on Multimedia, Workshop on Video Surveillance and
Sensor Networks (ACM MM-VSSN), October 2004.
- D.
Serby, E. Koller-Meier and L. Van Gool, "Probabilistic Object
Tracking Using Multiple Features", International Conference on
Pattern Recognition (ICPR04), August 2004.
- R.
Kehl, M. Bray, L. Van Gool, "Full Body Tracking from Multiple Views
using Stochastic Sampling", International Conference on Computer
Vision and Pattern Recognition, San Diego, June 2005.
- Geys
and L. Van Gool, "Hierarchical coarse to fine Depth Estimation for
Realistic View Interpolation", 3DIM,
- G.
Caenen, R. Fransens, L. Van Gool, "Analysis of Human Locomotion Based
on Partial Measurements", IEEE Motion Workshop, Breckenridge, 2005.
- V.
Popovici,
- J.
Meynet, V. Popovici and J. Thiran, "Mixture of SVMs for Face Class
Modeling, MLMI'04", Proceedings of the Workshop on Machine Learning
for Multimodal Information, September 2004.
- J.
Meynet, V. Popovici and J. Thiran, "Face Class Modeling Using Mixture
of SVMs", in Proceedings of International Conference on Image
Analysis and recognition, ICIAR 2004, Porto, Portugal, September 2004.
- G.
Antonini and J. Thiran, "Trajectories clustering in ICA space: an
application to automatic counting of pedestrians in video sequences",
Advanced Concepts for Intelligent Vision Systems, ACIVS 2004, Brussels,
Belgium, September 2004.
- G.
Antonini, S. Venegas, J. Thiran and M. Bierlaire, "A discrete choice
pedestrian behavior model for pedestrian detection in visual tracking
systems", Advanced Concepts for Intelligent Vision Systems, ACIVS
2004, Brussels, Belgium, September 2004.
- S.
Venegas, G. Antonini, J. Thiran and M. Bierlaire, "Bayesian
Integration of a Discrete Choice Pedestrian Behavioral Model and Image
Correlation Techniques for Automatic Multi Object Tracking", 2004
IEEE International Conference on Image Processing, ICIP2004, Singapore,
October 2004.
- J.
Meynet, V. Popovici, M. Sorci and J. Thiran, Combining SVMs for Face Class
Modeling, 13th European Signal Processing Conference - EUSIPCO, 2005.
- M.
Gurban and J. Thiran, "Audio-visual speech recognition with a hybrid
SVM-HMM system", 13th European Signal Processing Conference - EUSIPCO
2005, 2005.
- D.
Biliotti, G. Antonini and J. Thiran, "Multi-layer hierarchical
clustering of pedestrian trajectories for automatic counting of people in
video sequences", Proceedings of the IEEE Workshop on Motion and
Video Computing (WACV/MOTION’05), January 2005.
- X.
Bresson, P. Vandergheynst and J. Thiran, "Multiscale Active
Contours", Proceedings of 5th International Conference on Scale Space
and PDE methods in Computer Vision, Hofgeismar, Germany, 2005.
- P.
Zehnder, E. Koller-Meier, R. Fransens and L. Van Gool, "A
Hierarchical System for Recognition, Tracking and Pose Estimation",
Cognitive Vision Systems, Springer, pp. 329-340, 2005.
- J.-M. Odobez, D. Gatica-Perez et S. Ba,
"Utilisation du Mouvement Visuel en Suivi par Filtrage
Particulaire", Traitement du Signal, 2005. (in press)
- (*)
D. Gatica-Perez, G. Lathoud, J.-M. Odobez, and I. McCowan,
"Multimodal Multispeaker Prob-abilistic Tracking in Meetings",
in Proc. ICMI,
- S.
Ba and J.-M. Odobez, "Evaluation of Multiple Cue Head Pose Estimation
Algorithms in Natural Environements", in Proc. IEEE ICME,
- (*)
I. McCowan, M. Hari-Krishna, D. Gatica-Perez, D.
- K.
Smith, D. Gatica-Perez, and J.-M. Odobez, "Using Particles to Track
Varying Numbers of Interacting People", in Proc. IEEE CVPR, San
Diego, June 2005.
- K.
Smith, D. Gatica-Perez, J.-M. Odobez, and S. Ba, "Evaluating
Multi-Object Tracking, in Proc. IEEE CVPR-EEMCV",
- (*)
D. Gatica-Perez, J.-M. Odobez, S. Ba, K. Smith, and G. Lathoud,
"Tracking People in Meetings with Particles", in Proc. WIAMIS,
Montreux, Apr. 2005.
- F.
Deguillaume, Y. Rytsar, S. Voloshynovskiy and T. Pun, "Data-hiding
based text document security and automatic processing", IEEE
International Conference on Multimedia & Expo (ICME) 2005, Amsterdam,
The Netherlands, July 6-8 2005.
- O.
Koval, S. Voloshynovskiy, F. Deguillaume, F. Perez-Gonzalez and T. Pun,
"Robustness improvement of known-host-state watermarking using host
statistics", Proceedings of SPIE Photonics West, Electronic Imaging
2005, Security, Steganography, and Watermarking of Multimedia Contents VII
(EI120), San Jose, USA, January 16-20 2005.
- Y.
Rytsar, S.Voloshynovskiy, O.Koval, F.Deguillaume, S.Startchik, and T. Pun,
"Document interactive navigation in multimodal databases",
MLMI'05, 2nd Joint Workshop on Multimodal Interaction and Related Machine
Learning Algorithms,Edinburgh, UK, 11-13 July 2005
- E.
Topak, S. Voloshynovskiy, O. Koval, M.K. Mihcak and T. Pun, "Security
analysis of robust data hiding with geometrically structured
codebooks", Proceedings of SPIE Photonics West, Electronic Imaging
2005, Security, Steganography, and Watermarking of Multimedia Contents VII
(EI120), San Jose, USA, January 16-20 2005.
- E.
Topak, S. Voloshynovskiy, O. Koval, J. E. Vila-Forcén and T. Pun, "On
Security of Geometrically-Robust Data-Hiding", WIAMIS 2005, 6th
International Workshop on Image Analysis for Multimedia Interactive
Services, Montreux, Switzerland, April 13-15 2005.
- J.E.
Vila-Forcén, S. Voloshynovskiy, O. Koval, F. Pérez-González and T. Pun,
"Worst case additive attack against quantization-based data-hiding
methods", Proceedings of SPIE Photonics West, Electronic Imaging
2005, Security, Steganography, and Watermarking of Multimedia Contents VII
(EI120), San Jose, USA, January 16-20 2005.
- J.E.
Vila-Forcen,
- R.
Villán, S. Voloshynovskiy, O. Koval and T. Pun, "Multilevel 2D Bar
Codes: Towards High Capacity Storage Modules for Multimedia Security and
Management", Proceedings of SPIE Photonics West, Electronic Imaging
2005, Security, Steganography, and Watermarking of Multimedia Contents VII
(EI120), San Jose, USA, January 16-20 2005.
- S.
Voloshynovskiy, O. Koval, F. Pérez-González, M. Kivanc Mihcak, J.E.
Vila-Forcén and T. Pun, "Data-hiding with partially available side
information", EUSIPCO 2005, 13th European Signal Processing
Conference,
- S.
Voloshynovskiy, P. Comesana, O. Koval, E. Topak, J. E. Vila Forcen and T.
Pun, "On reversibility of random binning techniques: multimedia
perspectives", 9th IFIP TC-6 TC-11 CMS 2005, Conf. on Communications
and Multimedia Security, 19-21, Salzburg, Austria, September 2005..
- S.
Voloshynovskiy, O. Koval, F. Pérez-González, K. Mihcak and T. Pun,
"Data-hiding with host state at the encoder and partial side
information at the decoder", IEEE Transactions on Signal Processing,
2005. (to appear)
- S.
Voloshynovskiy, O. Koval and T. Pun, "Image denoising based on the
edge-process model", Signal Processing, 2005. (to appear)
- Luis
Pérez-Freire, Fernando Pérez-González, and Sviatoslav Voloshinovskiy,
"An accurate analysis of scalar quantization-based data-hiding",
IEEE Transactions on Information Forensics and Security, 2005. (to appear)
- J.
Wagner and P. Frossard, "Playback Delay Optimization in Scalable
Video Streaming", Proceedings of the IEEE International Conference on
Multimedia and Expo, July 2005.
- J.
Wagner and P. Frossard, "Playback Delay and Buffering Optimization in
Scalable Video Broadcasting", Proceedings of First International
Conference on Multimedia Services Access Networks (MSAN), June 2005
[Invited Paper]
- L.
Granai, E. Maggio, L. Peotta and P. Vandergheynst, Hybrid Video Coding
based on Bidimensional Matching Pursuit, EURASIP - Journal on Applied
Signal Processing, Vol. 2004, No 17, pp. 2705-2714, December 2004
- Bogdanova,
P. Vandergheynst, J. Antoine, L. Jacques and M. Morvidone,
"Stereographic Wavelet Frames on the Sphere", Applied and
Computational Harmonic Analysis, 2005. (in press)
- R.
Gribonval, R. Figueras i
- L.
Peotta, L. Granai and P. Vandergheynst, "Image compression using an
edge adapted redundant dictionary and wavelets Signal", EURASIP
Signal Processing, Special Issue on Sparse Approximations in Signal and
Image Processing, 2005. (accepted)
- R.
Figueras i
- Rahmoune,
P. Vandergheynst and P. Frossard, "Flexible Motion-Adaptive Video
Coding with Redundant Expansions", IEEE Transactions on Circuits and
Systems for Video Technology, May 2005. (accepted)
- S.
Bilavarn, E. Debes, P. Vandergheynst and J. Diguet, "Processor
Enhancements for Media Streaming Applications", Journal of VLSI
Signal Processing-Systems for Signal, Image, and Video Technology, Vol.
41, No 2, September 2005. (accepted)
- R.
Gribonval, R. Figueras i
- Tosic,
P. Frossard and P. Vandergheynst, "Progressive low bit rate coding of
simple 3D objects with Matching Pursuit", Proceedings of the IEEE
Data Compression Conference, March 2005
- M.
Flierl and P. Vandergheynst, "Video Coding with Motion-Compensated
Temporal Transforms and Side Information", Proc. IEEE International
Conference on Acoustics, Speech, and Signal Processing, March 2005.
- Rahmoune,
P. Vandergheynst and P. Frossard, "Scalable Motion-Adaptive Video
Coding with Redundant Representations", Proceedings of the Picture
Coding Symposium, PCS, December 2004.
- M.
Flierl and P. Vandergheynst, "Inter-Resolution Transform for
Spatially Scalable Video Coding", Proceedings of the Picture Coding
Symposium, December 2004
- K.
Smith and D. Gatica-Perez, "Order matters: a distributed sampling
method for multi-object tracking", in Proc. BMVC,
- S.
Ba and J.-M. Odobez, "A Probabilistic Framework for Joint Head
Tracking and Pose Esti-mation", in Proc. ICPR,
- J.-M.
Odobez and D. Gatica-Perez, "Motion in Model-Based Stochastic
Tracking", in Proc. ICPR,
- (*)
D. Gatica-Perez, G. Lathoud,
- (*)
D. Gatica-Perez, G. Lathoud,
- J.-M.
Odobez, S. Ba, and D. Gatica-Perez, "An Implicit Motion Likelihood
for Tracking with Particle Filters", in Proc. BMVC,
- J.-M.
Odobez and Sileye Ba, "A new model for visual tracking based on
particle filters", in Proc. GRETSI,
- Datong
Chen and Jean-Marc Odobez, "Video Text Recognition using Sequential
Monte Carlo and Error Voting Methods", in Pattern Recognition
Letters", 2005. (accepted)
- Datong
Chen, Jean-Marc Odobez, and Jean-Philippe Thiran, "Monte Carlo Video
Text Segmentation", in Int. Journal Of Pattern Recognition and
Artificial Intelligence", 2005. (accepted)
- Datong
Chen, Jean-Marc Odobez, and Jean-Philippe Thiran, "A Localization/Verification
Scheme for Finding Text in Images and Video Frames Based on Contrast
Independent Features and Machine Learning Methods", in Signal
Processing: Image Communication, 2004.
- Sileye
O. Ba and Jean Marc Odobez, "Evaluation of Head Pose Tracking
Algorithm in Indoor Environments", in International Conference on
Multimedia & Expo ICME 2005), 2005.
- Just,
O. Bernier, and S. Marcel, "Recognition of Isolated Complex Mono- and
Bi-Manual 3D Hand Gestures", in Proc. of the sixth International
Conference on Automatic Face and Gesture Recognition, 2004.
- Pedro
Quelhas and Jean-Marc Odobez, "Fusion of Structural and Color Local
Descriptors for Enhanced Object Recognition", in Proceedings IEEE
WIAMIS 2004 (5th International Workshop on Image Analysis for Multimedia
Interactive Services),
- Dong
Zhang, S. Z. Li, and Daniel Gatica-Perez, "Real-Time Face Detection
Using Boosting Learning in Hierarchical Feature Spaces", in the
International Conference on Pattern Recognition (ICPR), 2004.
- Pozdnoukhov
and
- A.Vinciarelli,
S.Bengio, and H.Bunke, "Offline Recognition of Unconstrained
Handwritten Texts Using HMMs and Statistical Language Models", in
"IEEE Transactions on Pattern Analysis and Machine
Intelligence", 2004
- Kevin
Smith, "Order Matters: A Distributed Sampling Method for Multi-Object
Tracking", in British Machine Vision Conference (BMVC), 2004
- V.
Popovici, J.-P. Thiran, Y. Rodriguez, and S. Marcel, "On Performance
Evaluation of Face Detection and Localization Algorithms", in
"17th International Conference on Pattern Recognition,
ICPR2004", 2004
- Daniel
Gatica-Perez, Napat Triroj, Jean-Marc Odobez, Alexander Loui, and
Ming-Ting Sun, "Assessing Scene Structuring in Consumer Videos",
in "Int. Conf. on Image and Video Retrieval (CIVR)", 2004
- J-M. Odobez and S. Ba, "Modélisation implicite
du mouvement en suivi par filtrage de Monte Carlo séquentiel ", in
"GRETSI conference, Signal and Image Processing ", 2003
- Pedro
Quelhas and James Boyce,"Vessel Segmentation and Branching Detection
using an Adaptive Profile Kalman Filter in Retinal Blood Vessel Structure
Analysis", in "Pattern Recognition and Image Analysis: First
Iberian Conference, IbPRIA 2003, Springer-Verlag LNCS", 2003
- Pedro
Quelhas and Jean-Marc Odobez, "Fusion of Structural and Color Local
Descriptors for Enhanced Object Recognition", in "Proceedings
IEEE WIAMIS 2004(5th International Workshop on Image Analysis for
Multimedia Interactive Services), 21-23 April, 2004,
- Just,
O. Bernier, and S. Marcel, "Recognition of Isolated Complex Mono- and
Bi-Manual 3D Hand Gestures", in "Proc. of the sixth
International Conference on Automatic Face and Gesture Recognition",
2004
- K.
Nummiaro, E. Koller-Meier, L. Van Gool, "An adaptive color-based
particle filter", Image and vision computing, vol. 21, no. 1, pp.
99-110, Dec. 2003
- K.
Nummiaro, E. Koller-Meier, T. Svoboda, D. Roth, L. Van Gool,
"Color-based object tracking in multi-camera environments",
lecture notes in computer science, vol. 2781, pp. 591-599, 2003
(Proceedings 25th pattern recognition symposium - DAGM’03), Magdeburg,
Germany, September 10-12, 2003
- K.
Seidel and J. Martinec, "Remote Sensing in Snow Hydrology", Remote
Sensing in Snow Hydrology, K. Seidel and J. Martinec, ed., Springer
Verlag, pp. 1-150, 2003
- Kalberer,
G.A.[Gregor A.], Müller, P.[Pascal], Van Gool, L.[Luc], "Visual
speech, a trajectory in viseme space", IJIST(13), No. 1, 2003, pp.
74-84
- G.
A. Kalberer, P. Müller and L. Van Gool, "Modeling and Synthesis of
Visual Speech in 3D. 3D Modeling and Animation: Synthesis and Analysis
Techniques for the Human Body", edited by N. Sarris, M. Strintzis,
IDEA Group Inc., 2003
- T.
Goedemé, M. Nuttin, T. Tuytelaars, L. Van Gool, "Vision based
intelligent wheel chair control : the role of vision and inertial sensing
in topological navigation", Journal of robotic systems, vol. 21, no.
2, pp. 85-94, 2004
- F.
Mindru, T. Tuytelaars, L. Van Gool, T. Moons, "Moment invariants for
recognition under changing viewpoint and illumination, Computer vision and
image understanding", vol. 94, pp. 3-27, 2004
- Matthieu
Bray, Esther Koller-Meier, Pascal Muller, Nicol N. Schraudolph and Luc Van
Gool, "Stochastic Optimization for High-Dimensional Tracking in Dense
Range Maps", IEE Journal of Vision, Image & Signal Processing (in
press)
- Vittorio
Ferrari, Tinne Tuytelaars and Luc Van Gool, "Simultaneous Object
Recognition and Segmentation by Image Exploration", LNCS 3021, pp.
40-54, 2004
- Pascal
Muller, Gregor A. Kalberer, Marc Proesmans and Luc Van Gool,
"Realistic speech animation based on observed 3D face dynamics",
IEE Journal of Vision, Image & Signal Processing (in press)
- L.
Van Gool, M. Pollefeys, M. Proesmans, A. Zalesny, "Modelling
Sagalassos : creation of a 3D archaeological virtual site, Images and
artefacts of the ancient world", Bowman A.K. and Brady J.M., eds.,
September 2004, Oxford University Press/British Academy,
- Florica
Mindru, Tinne Tuytelaars, Luc Van Gool, and Theo Moons, "Moment
invariants for recognition under changing viewpoint and
illumination", Computer Vision and Image Understanding, Vol. 94, No.
1-3 pp. 3-27. 2004, Special Issue: Colour for Image Indexing and
Retrieval, Eds. Theo Gevers, Graham Finlayson, and Raimondo Schettini
- Tinne
Tuytelaars and Luc Van Gool, "Matching widely separated views based
on affine invariant regions", Int. J. Computer Vision, Vol~59, No.~1,
pp.~61-85, 2004
- M.
Osian, L. Van Gool, "Video shot characterization", Workshop on
TREC video retrieval evaluation - TRECVID 2003, Gaithersburg, Maryland,
USA, November 17-18, 2003,
- Strecha,
F. Verbiest, M. Vergauwen, L. Van Gool, "Shape from video v.s. still
images", proceedings Conference on optical 3-D measurement
techniques, vol. 2, pp. 168-175, Zürich, Switzerland, September 22-25,
2003
- Strecha,
T. Tuytelaars, L. Van Gool, "Dense matching of multiple wide-baseline
views", proceedings 9th IEEE international conference on computer
vision, ICCV 2003, vol. 2, pp. 1194-1201, Nice, France, October 13-16,
2003,
- R.
Fransens, J. De Prins, L. Van Gool, "SVM-based nonparametric
discriminant analysis, an application to face detection", Proceedings
9th IEEE international conference on computer vision, ICCV 2003, vol. 2,
pp. 1289-1296, Nice, France, October 13-16, 2003
- G.
Bianchi, M. Harders and G. Székely, "Mesh Topology Identification for
Mass-Spring Models", Medical Image Computing and Computer-Assisted
Intervention MICCAI 2003, November 2003
- J.
Cosmas, T. Itegaki, D. Green, N. Joseph, L. Van Gool, A. Zalesny, D.
Vanrintel, F. Leberl, M. Grabner, K. Schindler, K. Karner, M. Gervautz, S.
Hynst, M. Waelkens, M. Vergauwen, M. Pollefeys, K. Cornelis, T.
Vereenooghe, R. Sablatnig, M. Kampel, P. Axell, E. Meyns, "Providing
multimedia tools for recording, reconstruction, visualization and database
storage/access of archaeological excavations", VAST, November 2003,
pp. 183-192
- Neubeck,
A. Zalesny, L. Van Gool, "Cut primed smart-copying", The 3rd
international workshop on texture analysis an synthesis, ICCV 2003 Nice,
France, October 2003, pp. 71-76, 17
- T.
Jaeggli, T.P. Koninckx, L. Van Gool, "Online 3D Acquisition and Model
Integration", IEEE International Workshop on Projector-Camera Systems
- ICCV03, cdrom proc, Nice, France, October 12, 2003
- N.
Kogo, R. Fransens, G. Van Belle, J. Wagemans, L. Van Gool,
"End-stopped cue detection for subjective surface
reconstruction," 26th European conference on visual perception, Sept.
03
- H.
Shao, T. Svoboda, V. Ferrari, T. Tuytelaars, & L. Van Gool, "Fast
indexing for image retrieval based on local appearance with
re-ranking", International Conference on Image Processing, Sept. 2003
- T.
Goedemé, T. Tuytelaars, L. Van Gool, "Fast wide baseline matching for
visual navigation", IEEE computer society conference on computer
vision and pattern recognition - CVPR2004, Washington, DC, USA, June 27 -
July 2, 2004
- R.
Fransens, C. Strecha and L. Van Gool, "A probabilistic approach to
optical flow based super-resolution", IEEE computer society
conference on computer vision and pattern recognition - CVPR2004,
Washington, DC, USA, June 27 - July 2, 2004
- M.
Osian, T. Tuytelaars and L. Van Gool, "Fitting superellipses to
incomplete contours", IEEE computer society conference on computer
vision and pattern recognition - CVPR2004, Washington, DC, USA , June 27 -
July 2, 2004,
- K.
Ozden, K. Cornelis, L. Van Eycken and L. Van Gool, "Reconstructing 3D
independent motion using non-accidentalness", IEEE computer society
conference on computer vision and pattern recognition - CVPR2004,
Washington, DC, USA, June 27 - July 2, 2004
- G.
Caenen and L. Van Gool, "Maximum response filters for texture
analysis", IEEE computer society conference on computer vision and
pattern recognition - CVPR2004, Washington, DC, USA, June 27 - July 2,
2004
- T.
Tuytelaars and L. Van Gool, "Synchronizing video sequences",
IEEE computer society conference on computer vision and pattern
recognition - CVPR2004, Washington, DC, USA, June 27 - July 2, 2004
- Thomas
P. Koninckx, Tobias Jaeggli, Luc Van Gool, "Adaptive scanning for
online 3D model acquisition", CVPR, 2004
- Vittorio
Ferrari, Tinne Tuytelaars, Luc Van Gool, "Integrating multiple model
views for object recognition", CVPR, 2004
- Vittorio
Ferrari, Tinne Tuytelaars, Luc Van Gool "Retrieving Objects From
Videos Based on Affine Regions", to appear in European Signal
Processing conference (EUSIPCO), Vienna, Austria, September 2004
- Matthieu
Bray, Esther Koller-Meier, Nicol N. Schraudolph, Luc Van Gool,
"Stochastic Meta-descent for tracking articulated structures",
CVPR, 2004
- L.
Van Gool , M. Waelkens b, P. Mueller c, T. Vereenooghe b, M. Vergauwen, "Photo-realistic
and detailed 3D-modeling: The Antonine Nymphaeum at Sagalassos (
- P.
Mueller, T. Vereenooghe, M. Vergauwen, L. Van Gool, and M. Waelkens,
"Photo-realistic and detailed 3D modeling: the Antonine nymphaeum at
Sagalassos (Turkey)", Proc. Conf. on Computer Applications and
Quantitative Methods to Archaeology (CAA), Prato, Italy, 13-17 April, 2004
- L.
Van Gool, M. Waelkens, P. Mueller, T. Vereenooghe, and M. Vergauwen,
"Total recall: a plea for realism in models of the past", Proc.
ISPRS Conf.,
- L.
Van Gool (Invited Paper), "Modeling from images - Sagalassos'
nymphaeum as a showcase", Proc. ISPRS Conf.,
- P.
Doubek, I. Geys, T. Svoboda and L. Van Gool, "Cinematographic Rules
Ap[lied to a Camera Network", Omnivis2004, The fifth Workshop on
Omnidirectional Vision, Camera Networks and Non-Classical Cameras, May
2004
- G.
A. Kalberer, P. Mueller and L. Van Gool, "Animation Pipeline:
Realistic Speech Based on Observed 3D Face Dynamics", 1st European
Conference on Visual Media Production (CVMP), March 2004
- M.
Bray, E. Koller-Meier, P. Mueller, L. Van Gool and N. N. Schraudolph, "3D
Hand Tracking by Rapid Stochastic Gradient Descent Using a Skinning
Model", 1st European Conference on Visual Media Production (CVMP),
March 2004
- "T.
Koninckx, A. Griesser and L. Van Gool, «Real-time Range Scanning of Deformable
Surfaces by Adaptively Coded Structured Light «, Fourth International
Conference on 3-D Digital Imaging and Modeling (3DIM03), October 2003
- Neubeck,
A. Zalesny and L. Van Gool, "Cut-primed smart copying», Texture 2003
Workshop in conjunction with ICCV 2003, Oktober 2003"
- Ph.
Zehnder, "A hierarchical system for recognition, tracking and pose
estimation", Martigny, JOINT AMI/PASCAL/IM2/M4 Workshop on Multimodal
Interaction and Related Machine Learning Algorithms, 22. June 04,
- V.
Popovici and J. Thiran, "Pattern Recognition using Higher-Order Local
Autocorrelation Coefficients", Pattern Recognition Letters, Vol. 25,
No 10, pp. 1107-1113, July 2004
- Chen,
J. Odobez and J. Thiran, "A localization/verification scheme for
finding text in images and video frames based on contrast independent
features and machine learning method", Image Communication, Vol. 19,
No 3, pp. 205-217, March 2004
- "T.
Butz, P. Hagmann,
- "V.
Popovici and J. Thiran, ""Adaptive Kernel Matching Pursuit for
Pattern Classification"", Proceedings of International
Conference on Artificial Intelligence and Applications, February 2004"
- N.
Aspert, T. Ebrahimi and P. Vandergheynst, "Non-linear subdivision
using local spherical coordinates", Computer Aided Geometric Design,
Vol. 20, No 3, pp. 165-187, 2003
- P.
Frossard, P. Vandergheynst, R. Figueras i
- Petrovic,
O. Divorra Escoda and P. Vandergheynst, "Multiresolution segmentation
of natural images: From linear to non-linear scale-space
representations", IEEE Transactions on Image Processing, Accepted for
publication, July 2004
- R.
Figueras i
- P.
Jost, P. Frossard and P. Vandergheynst, "Redundant Image
Representations in Security Applications", International Conference
on Image Processing, October 2004
- G.
Monaci and P. Vandergheynst, "Learning structured dictionaries for
image representation", in proceedings of
- Bogdanova,
P. Vandergheynst, J. Antoine, L. Jacques and M. Morvidone, "Discrete
Wavelet Frames on the Sphere", in proceedings of EUSIPCO 2004,
Vienne, Austria, September 2004
- G.
Monaci, P. Jost and P. Vandergheynst, "Image compression with learnt
tree-structured dictionaries", in proceedings of IEEE MMSP 2004,
- M.
Flierl and P. Vandergheynst, "Distributed Coding of Dynamic Scenes
with Motion-Compensated Wavelets", proc. of the IEEE International
Workshop on Multimedia Signal Processing, September 2004
- O.
Divorra Escoda and P. Vandergheynst, "A Bayesian Approach to Video
Expansions on Parametric Over-Complete 2-D Dictionaries", International
Workshop on Multimedia Signal Processing, September 2004
- L.
Granai and P. Vandergheynst, "Sparse decomposition over
multi-component redundant dictionaries", Multimedia Signal Processing
(MMSP04), Workshop on, September 2004
- Rahmoune,
P. Vandergheynst and P. Frossard, "MP3D: Highly Scalable Video Coding
Scheme Based on Matching Pursuit", Proceedings of IEEE ICASSP, May
2004
- R.
Figueras i
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Flierl, P. Vandergheynst and B. Girod, "Video Coding with Lifted
Wavelet Transforms and Complementary Motion-Compensated Signals",
Proc. of the SPIE Conf. on Visual Communications and Image Processing,
Proc. of the SPIE Conf. on Visual Communications and Image Processing,
Vol. 5308, January 2004
- Petrovic
and P. Vandergheynst, "Multiscale Variational Approach to
Simultaneous Image Regularization and Segmentation", Proceedings of
the 3rd International Symposium on Image and Signal Processing and
Analysis, September 2003
- S.
Voloshynovskiy, F. Deguillaume, O. Koval and T. Pun,
"Information-Theoretic Data-Hiding: Recent Achievements and Open
Problems", Accepted to International Journal of Image and Graphics,
Special Issue on Image Data Hiding (Invited paper)
- O.
Koval, S.Voloshynovskiy, F. Perez-Gonzalez, F. Deguillaume, and T. Pun,
"Spread Spectrum Watermarking for Real Images: Is Everything So
Hopeless?", XIIth European Signal Processing Conference EUSIPCO 2004,
Vienna, Austria, September 07 - 10, 2004
- O.
Koval, S.Voloshynovskiy, F. Perez-Gonzalez, F. Deguillaume, and T. Pun,
"Quantization-based watermarking performance improvement using host
statistics: additive noise attack", ACM Multimedia and Security
Workshop Magdeburg, Germany,
- L.
Perez-Freire, F. Perez-Gonzalez and S. Voloshynovskiy, "Revealing the
true achievable rates of scalar Costa scheme", IEEE International
Workshop on Multimedia Signal Processing, Siena, Italy, Sept 29 – Oct 1,
2004
- P.
Roth, T. Pun, "A multimodal system for the non-visual exploration of
digital pictures", Interact 2003 "Bringing the Bits
togETHer", 9th ICIP TC13 Int. Conf. on Human-Computer Interaction, Zuerich,
Switzerland, Sept. 1-5, 2003
- Y.
Rytsar,
- Topak,
S. Voloshynovskiy, O. Koval and T. Pun, "Capacity-security analysis
of repetitive watermarking", XIIth European Signal Processing
Conference EUSIPCO 2004,
- J.
Vila, O. Koval and S. Voloshynovskiy, "Facial Image Compression Using
Overcomplete Transforms", SPIE Electronic Imaging 2004, Visual
Communications and Image Processing,
- J.
Vila, S.Voloshynovskiy, O. Koval, F. Perez-Gonzalez and T. Pun,
"Worst case additive attack against quantization-based watermarking
techniques", IEEE International Workshop on Multimedia Signal
Processing, Siena, Italy, Sept 29 – Oct 1, 2004
- S.
Voloshynovskiy. O. Koval, F. Deguillaume and T. Pun, "Visual
communications with side information via distributed printing channels:
extended multimedia and security perspectives", Conf. on Security,
Steganography, and Watermarking of Multimedia Contents VI, Special session
"Document security", S. Voloshynovskiy, chair, part of the
IST/SPIE Symposium on Electronic Imaging 2004, San Jose, CA, USA, paper EI
5306-43, Jan 18-22, 2004
- Günter,
S., Bunke, H., "Optimization of weights in a multiple classifier
handwritten word recognition system using a genetic algorithm",
Electronic Letters of Computer Visison and Image Analysis, ELCVIA, Vol 3,
No 1, 25 – 44, 2004
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A., Bengio, S., Bunke, H., "Offline recognition of unconstrained
handwritten texts using HMMs and statistical language models", IEEE
Trans. PAMI 26, 709 – 720, 2004
- Günter,
S., Bunke, H., "Feature selection algorithms for the generation of
multiple classifier systems and their application to handwritten word
recognition", Pattern Recognition Letters 25, 2004, 1323 – 1336, 2004
- Günter,
S., Bunke, H., "HMM-based handwritten word recognition: on the
optimization of the number of states, training iterations and Gaussian
components", Pattern Recognition 37, 2069 - 2079, 2004
- Günter,
S., Bunke, H., "Fast feature selection in an HMM-based multiple
classifier system for handwriting recognition", in Michaelis, B.,
Krell, G. (eds.): DAGM 2003, Springer LNCS 2781, 289 - 296, 2003
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S., Bunke, H., "Off-line cursive handwriting recognition - on the
influence of training set and vocabulary size in mutliple classifier
systems", Proc. of the 11th Conf. of the Int. Graphonomics Society,
196 - 199, 2003
- Varga,
T., Bunke, H., "Effects of training set expansion in handwriting
recognition using synthetic data", Proc. of the 11th Conf. of the Int.
Graphonomics Society, 200 – 203, 2003
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S., Bunke, H., "Ensembles of classifiers derived from multiple
prototypes and their application to handwriting recognition", in
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M., Bunke, H., "Optimizing the integration of a statistical language
model in HMM based offline handwritten text recognition, Proc. 17th Int.
Conference on Pattern Recognition, Vol II, 541 - 544, 2004
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A., Bunke, H., "Off-line handwriting identification using HMM based
recognizers", Proc. 17th Int. Conference on Pattern Recognition, Vol
II, 654 - 658, 2004
- Varga,
T., Bunke, H., "Off-line handwritten textline recognition using a
mixture of natural and synthetic training data", Proc. 17th Int.
Conference on Pattern Recognition, Vol II, 545 - 549, 2004
- Neuhaus,
M., Bunke,H., "A probabilistic approach to learning costs for graph
edit distance", ICPR Proc. 17th Int. Conference on Pattern
Recognition, Vol III, 389 - 393, 2004
- Günter,
S., Bunke, H., " An evaluation of ensemble methods in handwritten
word recognition based on feature selection" , Proc. 17th Int.
Conference on Pattern Recognition, Vol I, 388 - 392, 2004
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M., Bertolami, R., Bunke, H., "Rejection strategies for offline
handwritten sentence recognition", Proc. 17th Int. Conference on
Pattern Recognition, Vol II, 550 - 553, 2004
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S., Bunke, H.: "Evaluation of classical and novel ensemble methods
for handwritten word recognition", in Fred, A. et al. (eds.):
Structural, Syntactic, and Statistical Pattern Recognition, Proc. Joint
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Ch., Bunke, H., "Decision tree structures for graph database
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Nummiaro, E. Koller-Meier, T. Svoboda, D.Roth, and L. Van Gool,
"Color-Based Object Tracking in Multi-Camera Environments",
Symposium for Pattern Recognition of the DAGM, Springer LNCS Series,
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H, "Recognition of cursive Roman handwriting - past, present and
future", Proc. 7th Int.Conference on Document Analysis and
Recognition,
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M., Chappelier, J.-C., Bunke, H, "Parsing N-best lists of handwritten
sentences", Proc. 7th Int. Conference on Document Analysis and
Recognition,
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T., Bunke, H., "Generation of synthetic training data for an
HMM-based handwriting recognition system", Proc. 7th Int. Conference
on Document Analysis and Recognition,
- Vinciarelli,
A., Bengio, S., Bunke, H., "Offline recognition of large vocabulary
cursive handwritten text", Proc. 7th Int. Conference on Document
Analysis and Recognition (ICDAR), Edinburgh, 2003, 1101 - 1105
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S., Bunke, H. "Optimizing the number of states, training iterations
and Gaussians in an HMM-based handwritten word recognizer", Proc. 7th
Int. Conference on Document Analysis and Recognition,
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S., Bunke, H., "Ensembles of classifiers for handwritten word
recognition", Int. Journal on Document Analysis and Recognition, Vol.
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Popovici, J.-Ph. Thiran, "Face Class Modeling in Eigenfaces
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J.-Ph. Thiran, "Face Detection Using an SVM Trained in Eigenfaces
Space", Proc. 4th Int. Conf. on Audio- and Video-Based Person
Authentication (AVBPA), p.111--118, Surrey, UK, 2003, Springer-Verlag,
LNCS 2688
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S., Bunke, H., "Fast Feature Selection in an HMM-based Multiple
Classifier System for Handwriting Recognition", DAGM'03 Symposium,
- Oscar
Divorra Escoda and Pierre Vandergheynst, "Video Coding Using a
Deformation Compensation Algorithm Based on Adaptive Matching Pursuit
Image Decompositions", Proc. of IEEE ICIP,
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Peotta, Lorenzo Granai and Pierre Vandergheynst, "Very low bit rate
image coding using redundant dictionaries", Proc. of SPIE 48th Annual
Meeting, San Diego, August 2003.
- Torsten
Butz and Jean-Philippe Thiran, "From Error Probability to Information
Theoretical Signal Processing", submitted to IEEE Trans. on Pattern
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- Torsten
Butz, Patric Hagman, Eric Tardif, Reto Meuli, Jean-Philippe Thiran "A
New Brain Segmentation Framework", accepted for publication in MICCAI
2003, Montreal, Canada.
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Voloshynovskiy, O. Koval, F. Deguillaume, and T. Pun, "Data hiding
capacity-security analysis for real images based on stochastic
non-stationary geometrical models", Proceedings of SPIE Photonics
West, Electronic Imaging 2003, Image and Video Communications and
Processing V, Santa Clara, USA, 2003. Available from:
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Divorra Escoda and Pierre Vandergheynst, "Locally Temporal Adaptive
Transform Scheme for Sub-band Video Coding", In Proceedings of IEEE
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(AVBPA),
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Voloshynovskiy, O. Koval and T. Pun, "Wavelet-based image denoising
using non-stationary stochastic geometrical image priors",
Proceedings of SPIE, Photonics West, Electronic Imaging 2003, Image and
Video Communications and Processing V, Santa Clara, USA, 2003.
- Datong
Chen, Jean-Marc Odobez, and Hervé Bourlard, "Text Detection and
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B. and Luettin, J., "Automatic Facial Expression Analysis: A
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for Tracking with Particle Filters", in "British Machine Vision
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Odobez, D. Gatica-Perez, and M. Guillemot, "Spectral Structuring of
Home Videos", in "International Conference on Image and Video
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Guillemot, P. Wellner, D. Gatica-Perez, and J-M.Odobez, "A
Hierarchical Keyframe User Interface for Browsing Video over the Internet,
in "Proceedings of the 9th International Conference on Human-Computer
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Odobez, D. Gatica-Perez, and M. Guillemot, "Video Shot Clustering
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M., Antonini G. and Weber M. "Behavioural dynamics for
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Extracted by Convolutional Neural Networks, in "International IEEE
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B., "Head-Pose Invariant Facial Expression Recognition using
Convolutional Neural Networks", in "International IEEE
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Neural Networks", in "Indian Conference on Computer Vision,
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Gatica-Perez and Ming-Ting Sun, "Object Localization in Metric Spaces
for Video Linking", in "IEEE Workshop on Motion and Video Computing",
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in "Proceedings of the International Conference on Pattern
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Roth, J. Kronegg, T. Pun, "Rendering digital images accessible for
blind computer users", 10th International Conference on
Human-Computer Interaction, HCI International 2003, June 22-27, 2003,
Crete, Greece.
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Rytsar, S. Voloshynovskiy, F. Ehrler, T. Pun, "Interactive
segmentation with hidden object-based annotations: toward smart media},
SPIE Electronic Imaging 2004, Storage and Retrieval Methods and
Applications for Multimedia, San Jose, CA, USA, Jan. 24-29, 2004
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Voloshynovskiy, F. Deguillaume, O. Koval and T. Pun,
"Information-Theoretic Data-Hiding for Public Network Security,
Services Control and Secure Communications", Proceedings of
TELSIKS2003,
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Tuytelaars, Andreas Turina, and Luc Van Gool,
""Non-combinatorial Detection of Regular Repetitions under Perspective
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Analysis and Machine Intelligence, in a Special Issue on grouping,"
- Alessandro
Vinciarelli, "A survey on Off-Line Cursive Word Recognition,''
Pattern Recognition, Vol 35, no. 7, pp 1433-1446, 2002,
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Vinciarelli and Samy Bengio, "Writer adaptation techniques in HMM
based Off-Line Cursive Script Recognition,'' Pattern Recognition Letters,
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Popovici and Jean-Philippe Thiran, "High-order Autocorrelations for
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Popovici, J.-Ph. Thiran, "Pattern Recognition using Higher-Order
Local Autocorrelation Coefficients'', in IEEE Workshop on Neural Networks
for Signal Processing, Martigny, Switzerland, September 2002
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Voloshynovskiy, O. Koval and T. Pun, "Wavelet-based image denoising
using non-stationary stochastic geometrical image priors'', Proceedings of
SPIE Photonics West, Electronic Imaging 2003, Image and Video
Communications and Processing V, Santa Clara, USA, 2003. (submitted),
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S., Bunke, H., "A new combination scheme for HMM-based classifiers
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S., Bunke, H., ""Creation of classifier ensembles for
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Vinciarelli and Samy Bengio, "Writer adaptation techniques in HMM
based Off-Line Cursive Script Recognition,'' Proceedings of 8th
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Vinciarelli and Samy Bengio, "Offline Cursive Word Recognition using
Continuous Density Hidden Markov Models trained with PCA or ICA
Features,'' Proceedings of the International Conference on Pattern
Recognition (ICPR),Québec, August 2002
- Daniel
Gatica-Perez and Ming-Ting Sun, "Linking Objects in Videos by
Importance Sampling'', IDIAP-RR 02-20, 2002, Proc. IEEE International
Conference on Multimedia and Expo,
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Chen, Jean-Marc Odobez, and Herve Bourlard, "Text Segmentation and
Recognition in Complex Background Based on Markov Random Field'', IDIAP-RR
02-17, 2002, Proc. Intl. Conference on Pattern Recognition (ICPR), Québec,
August 2002
IM2.SA, IM2.ACP
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A., Bunke, H., "Using HMM based recognizers for writer identification
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A., Kilchherr, V., Bunke, H., "Improving Writer Identification by
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Sanderson and Kuldip K. Paliwal, "Fast features for face
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Marcel and Y. Rodriguez, "Boosting Pixel-based Classifiers for Face
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C. Morris, Viktoria Maier and Phil Green, "From WER and RIL to MER
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Fousek, Petr Svojanovsky, Frantisek Grezl, and Hynek Hermansky, "New
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Athineos, Hynek Hermansky, and Daniel P.W. Ellis, "PLP^2:
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patterns", in Proceedings of the 2004 SAPA Workshop, 2004.
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Vepa and Simon King, "Subjective Evaluation of Join Cost Functions
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S., Bourlard, H., and Magimai.-Doss, M. “HMM/ANN based Spectral Peak
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McGreevy, "Pseudo-syntactic language modeling for disfluent speech
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Lathoud and Mathew Magimai.-Doss, "A Sector-Based, Frequency-Domain
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Hain, Lukas Burget, John Dines, Giulia Garau, Martin Karafiat, Mike
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Hain, Lukas Burget, John Dines, Iain McCowan, Martin Karafiat, Mike
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Aradilla, Jithendra Vepa and Herve Bourlard, "Improving Speech
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Misra, and Herve Bourlard, “Spectral Entropy Feature in
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Lehtonen, Petr Fousek and Hynek Hermansky, Hierarchical approach for
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Hermansky and Petr Fousek, "Multi-resolution RASTA filtering for
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N. Mirghafori, A. Stolcke, T. Pirinen, I Bulyko, D. Gelbart, M.
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Y. Huang and R. De Mori, "Vocabulary and Language Model Adaptation
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Lathoud, Mathew Magimai.-Doss, and Bertrand Mesot, "A Spectrogram
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Athineos, Hynek Hermansky, and Daniel P.W. Ellis, "LP-TRAP: Linear
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Processing", 2003
- Mathew
Magimai.-Doss, Todd A. Stephenson, Shajith Ikbal, and Hervé Bourlard,
"Modelling Auxiliary Features in Tandem Systems", in
"Proceedings of ICSLP", 2004
- Hemant
Misra, Shajith Ikbal, Hervé Bourlard, and Hynek Hermansky, "Spectral
Entropy Based Feature for Robust ASR", in "Proceedings of IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP)", 2004
- S.
Ikbal, H. Misra, H. Bourlard, and H. Hermansky, "Phase
AutoCorrelation (PAC) features in Entropy based Multi-Stream for Robust
Speech Recognition", in "Proceedings of the 2004 IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP-04)", 2004
- Sunil
Sivadas and Hynek Hermansky, "On Use of Task Independent Training
Data in Tandem Feature Extraction", in "Proceedings of the 2004
IEEE International Conference on Acoustics, Speech, and Signal Processing
(ICASSP-04)", 2004
- Christos
Dimitrakakis and Samy Bengio, "Boosting HMMs with an application to
speech recognition", in "IEEE International Conference on
Acoustic, Speech, and Signal Processing, ICASSP", 2004
- Mathew
Magimai.-Doss, Samy Bengio, and Hervé Bourlard, "Joint Decoding for
Phoneme-Grapheme Continuous Speech Recognition", in "Proceedings
of ICASSP", 2004
- Mathew
Magimai.-Doss, Todd A. Stephenson, Hervé Bourlard, and Samy Bengio,
"Phoneme-Grapheme Based Speech Recognition System", in
"Proceedings of IEEE ASRU", 2003
- Vivek
Tyagi, Iain McCowan, Herve Bourlard, and Hemant Misra, "Mel-Cepstrum
Modulation Spectrum (MCMS) Features for Robust ASR", in "IEEE
ASRU", 2003
- Hynek
Hermansky, "TRAP-TANDEM: Data-driven extraction of temporal features
from speech", in "large part published in Proceedings of
ASRU-2003", 2003
- S.
Ikbal, M. Magimai.-Doss, H. Misra, and H. Bourlard, "Spectro-Temporal
Activity Pattern (STAP) Features for Noise Robust ASR", in "Proceedings
of the INTERSPEECH-ICSLP-04", 2004
- S.
Ikbal, H. Misra,
- Werner
Hemmert, Marcus Holmberg, and David Gelbart, "Auditory-based
Automatic Speech Recognition", to appear in Proc. ISCA Tutorial and
Research Workshop on Statistical and Perceptual Audio Processing, Jeju,
Korea, October 2004
- Barry
Chen, Qifeng Zhu, and Nelson Morgan, "Learning Long-Term Temporal
Features in LVCSR Using Neural Networks", to appear in Proc. Intl.
Conf. Spoken Language Processing,
- Q.
Zhu, B. Chen, N. Morgan, and A. Stolcke, " On using MLP features in
LVCSR", to appear in Proc. Intl. Conf. Spoken Language Processing,
- Y.
Liu, E. Shriberg, A. Stolcke, D. Hillard, M. Ostendorf, B. Peskin, and M.
Harper, "The ICSI-SRI-UW Metadata Extraction System", to appear
in Proc. Intl. Conf. Spoken Language Processing, Jeju, Korea, October 2004
- Y.
Liu,
- N.
Mirghafori, A. Stolcke, C. Wooters, T. Pirinen, I. Bulyko, D. Gelbart, M.
Graciarena, S. Otterson, B. Peskin, & M. Ostendorf, "From
Switchboard to Meetings: Development of the 2004 ICSI-SRI-UW Meeting
Recognition System", to appear in Proc. Intl. Conf. Spoken Language
Processing, Jeju, Korea, October 2004
- T.
Pirinen and J. Yli-Hietanen, "Time delay based failure-robust
direction of arrival estimation ", to appear in IEEE SAM 2004,
Sitges,
- M.
Galley, K. McKeown, J. Hirschberg, and
- Y.
Liu, A. Stolcke, E. Shriberg, and M. Harper, "Comparing and Combining
Generative and Posterior Probability Models: Some Advances in Sentence
Boundary Detection in Speech", to appear in Proc. Conf. on Empirical
Methods in Natural Language Processing, Barcelona, Spain, July 2004
- K.
Boakye and B. Peskin, "Text-Constrained Speaker Recognition on a
Text-Independent Task", Odyssey 2004 - The Speaker and Language
Recognition Workshop,
- Janin,
J. Ang, S. Bhagat, R. Dhillon, J. Edwards, J. Macias-Guarasa, N. Morgan,
B. Peskin, E. Shriberg, A. Stolcke, C. Wooters, B. Wrede, "The ICSI
Meeting Project: Resources and Research", NIST ICASSP 2004 Meeting
Recognition Workshop, Montreal, May 2004
- Stolcke,
C. Wooters, N. Mirghafori, T. Pirinen, I. Bulyko, D. Gelbart, M.
Graciarena, S. Otterson, B. Peskin, & M. Ostendorf, "Progress in
Meeting Recognition: The ICSI-SRI-UW Spring 2004 Evaluation System",
NIST ICASSP 2004 Meeting Recognition Workshop, Montreal, May 2004
- T.
Pirinen, J. Yli-Hietanen, P. Pertilä and A. Visa, "Detection and compensation
of sensor malfunction in time delay based direction of arrival
estimation", In Proc. IEEE ISCAS,
- D.
Hillard, M. Ostendorf, A. Stolcke, Y. Liu, and E. Shriberg,
"Improving Automatic Sentence Boundary Detection with Confusion Networks",
Proc. HLT-NAACL Conference, April-May 2004,
- Shriberg,
R. Dhillon, S. Bhagat, J. Ang, and H. Carvey, "The ICSI Meeting
Recorder Dialog Act (MRDA) Corpus", Proc. HLT-NAACL SIGDIAL Workshop,
April-May 2004, Boston
- N.
Morgan, B. Y. Chen, Q. Zhu, and A. Stolcke, "TRAPping Conversational
Speech: Extending TRAP/Tandem approaches to conversational telephone
speech recognition", Proc. IEEE ICASSP,
- N.
Mirghafori and M. Hebert, " Parameterization of the Score Threshold
for a Text-Dependent Adaptive Speaker Verification System", Proc.
IEEE ICASSP,
- M.
Hebert and N. Mirghafori, " Desperately Seeking Impostors:
Data-Mining for Competitive Impostor Testing in a Text-Dependent Speaker
Verification System", Proc. IEEE ICASSP,
- E.
Shriberg and A. Stolcke, "Prosody Modeling for Automatic Speech
Recognition and Understanding", to appear in Mathematical Foundations
of Speech and Language Modeling, M. Johnson, M. Ostendorf, S. Khudanpur,
R. Rosenfeld (eds.), Volume 138 in IMA Volumes in Mathematics and its
Applications, pp. 105-114, Springer-Verlag
- Wrede
and E. Shriberg: "The Relationship Between Dialogue Acts and Hot
Spots in Meetings", Proc. IEEE Speech Recognition and Understanding
Workshop,
- Y.
Liu,
- Chen,
S. Chang, and S. Sivadas, "Learning Discriminative Temporal Patterns
in Speech: Development of Novel TRAPS-Like Classifiers", EUROSPEECH
2003,
- L.
Docio-Fernandez, D. Gelbart, and N. Morgan, "Far-field ASR on
Inexpensive Microphones", EUROSPEECH 2003,
- P.
Somervuo, B. Chen, Q. Zhu, "Feature Transformations and Combinations
for Improving ASR Performance", EUROSPEECH 2003,
- Romsdorfer,
B. Pfister, and R. Beutler, " A mixed-lingual phonological component
in polyglot TTS synthesis", MLMI Workshop,
- Romsdorfer
and B. Pfister, " Multi-context rules for phonological processing in
polyglot TTS synthesis", in Proceedings of Interspeech 2004 - ICSLP,
- Chuck
Wooters Nikki Mirghafori Andreas Stolcke Tuomo Pirinen Ivan Bulyko Dave
Gelbart Martin Graciarena Scott Otterson Barbara Peskin Mari Ostendorf,
"The 2004 ICSI-SRI-UW Meeting Recognition System",Proceedings of
the Joint AMI/PASCAL/IM2/M4 workshop on Multimodal Interaction and Related
Machine Learning Algorithms (MLIM), Martigny, Switzerland, June 21-23. to
appear in 2004
- Qifeng
Zhu Barry Chen Nelson Morgan Andreas Stolcke, "Tandem Connectionist
Feature Extraction for Conversational Speech Recognition",
Proceedings of the Joint AMI/PASCAL/IM2/M4 workshop on Multimodal
Interaction and Related Machine Learning Algorithms (MLIM), Martigny,
Switzerland, June 21-23. to appear in 2004
- Barry
Chen Qifeng Zhu Nelson Morgan, "Long-Term Temporal Features for
Conversational Speech Recognition", Proceedings of the Joint
AMI/PASCAL/IM2/M4 workshop on Multimodal Interaction and Related Machine
Learning Algorithms (MLIM), Martigny, Switzerland, June 21-23. to appear
in 2004
- Hemant
Misra, Herve Bourlard, and Vivek Tyagi, "New entropy based
combination rules in HMM/ANN multi-stream ASR," in Proceedings of
IEEE International Conference on Acoustic, Speech and Signal Processing,
Hong Kong, Apr. 2003.
- Vivek
Tyagi, Iain McCowan, Herve Bourlard, and Hemant Misra, " On
factorizing spectral dynamics for robust speech recognition,"
accepted for Eurospeech,
- Mathew
Magimai.-Doss, Todd A. Stephenson, and Hervé Bourlard, " Using pitch
frequency information in speech recognition", accepted for
Eurospeech,
- Todd
A. Stephenson, Mathew Magimai-Doss, and Hervé Bourlard, "Speech recognition
with auxiliary information," accepted for publication in IEEE
Transaction on Speech and Audio Processing
- Lapidot,
I. and Guterman, H., "Dichotomy Between Clustering Performance and
Minimum Distortion in Piecewise-Dependent-Data (PDD) Clustering", to
be published in IEEE Signal Processing Letters", 2003
- S.
Ikbal, H. Misra, and H. Bourlard, "Phase AutoCorrelation (PAC)
derived Robust Speech Features", in Proceedings of the 2003 IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP-03)", Hong Kong 2003.
- Hemant
Misra and Andrew C. Morris, "Confusion Matrix Based Entropy
Correction in Multi-stream Combination", in "Proceedings of
Eurospeech",
- Todd
A. Stephenson, Mathew Magimai-Doss, and Hervé Bourlard, "Speech
recognition of spontaneous, noisy speech using auxiliary information in
Bayesian networks", in "Proceedings of the 2003 IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP-03)", 2003.
- Pfister
and H. Romsdorfer, "Mixed-Lingual Text Analysis for Polyglot TTS
Synthesis", Eurospeech 2003.
- R.
Beutler and B. Pfister, "Integrating Statistical and Rule-Based
Knowledge for Continuous German Speech Recognition", Eurospeech 2003
- Todd
A. Stephenson, Mathew Magimai-Doss, and Hervé Bourlard, "Auxiliary
Variables in Conditional Gaussian Mixtures for Automatic Speech
Recognition", in "Seventh International Conference on Spoken
Language Processing (ICSLP 2002)", 2002
- "Jitendra
Ajmera and Charles Wooters, "A Robust Speaker Clustering Algorithm",
in ""IEEE Automatic Speech Recognition Understanding Workshop (ASRU)"",
2003"
- "Shajith
Ikbal and Hynek Hermansky and Herve Bourlard, ""Nonlinear
Spectral Transformations for Robust Speech Recognition"", in
Proceedings of the IEEE ASRU WORKSHOP 2003.
- Pujol,
P., Hagen, A., Bourlard, H., and Nadeu, C., "Comparison and
combination of features in hybrid HMM/MLP and HMM/GMM speech
recognition", accepted for publication in IEEE Transaction of Speech
and Audio Processing, 2003.
- "Weber,
K., Ikbal, S., Bengio, S., and Bourlard, H., ""Robust speech
recognition and feature extraction using HMM2"", in Computer,
Speech and Langauge, vol. 17, no. 2-3, April-July 2003, pp. 195-212,
Academic Press"
- S.
Moeller and H. Bourlard, "Analytic Assessment of Telephone
Transmission Impact on ASR Performance Using a Simulation Model'', to be
published in Speech Communication, also IDIAP Research Report RR01-17,
- Ajmera,
J., McCowan, I., and Bourlard, H., "Speech/Music Discrimination Using
Entropy and Dynamism Features in a HMM Classification Famework,'' to be
published in Speech Weber, K., Ikbal, S., Bengio, S., and Bourlard,
H.,``Robust Speech Recognition and Feature Extraction Using HMM2,'' to be
published in Computer, Speech, and Language, Academic Press, also IDIAP
Research Report RR-01-42,
- Weber,
K., Ikbal, S., Bengio, S., and Bourlard, H., "Robust Speech
Recognition and Feature Extraction Using HMM2,'' to be published in
Computer, Speech, and Language, Academic Press, also IDIAP Research Report
RR-01-42,
- Ajmera,
J., McCowan, I., and Bourlard, H., "Robust HMM-Based Speech/Music
Segmentation,'' in Proceedings of IEEE Intl. Conf.on Acoustics, Speech,
and Signal Processing, Orlando, Florida, pp. I.297-300, May 13-17, 2002,
- S.
Ikbal, K. Weber, and H. Bourlard, "Speaker Normalization using
HMM2'', IDIAP-RR 02-15, 2002, Proc. IEEE Workshop on Neural Networks for
Signal Processing, Martigny (CH), Sep. 4-6, 2002
- Andrew
C. Morris, Simon Payne, and Hervé Bourlard, "Low cost duration modelling
for noise robust speech recognition'', IDIAP-RR 02-08, 2002, in Intl Conf.
on Spoken Language Processing (ICSLP), Denver, Sep. 2002,
- J.
Ajmera, H. Bourlard, I. Lapidot, and I. McCowan, "Unknown-Multiple
Speaker clustering using HMM'', IDIAP-RR 02-07, 2002, Proc. Intl Conf. on
Spoken Language Processing (ICSLP), Denver, Sep. 2002,
- K.
Weber, F. de Wet, B. Cranen, L. Boves, S. Bengio, and H. Bourlard,
"Evaluation of Formant-Like Features for ASR'', IDIAP-RR 02-04, 2002,
Proc. Intl Conf. on Spoken Language Processing (ICSLP), Denver, Sep. 2002
- P.
Pujol, S. Pol, A. Hagen, and and H. Bourlard, "Comparison and
Combination of Rasta-PLP and FF Features in a Hybrid HMM/MLP Speech
Recognition System,'' in Proc. Intl. Conf. of Spoken Language Processing
(ICSLP'02),
IM2.SP, IM2.DI (ex AP)
- Mohamed
F. BenZeghiba and Hervé Bourlard, "On the combination of speech and
speaker recognition", Eurospeech, 2003.
- McCowan,
A. Morris, and H. Bourlard, "Robust Speech Recognition with Small
Microphone Arrays using the Missing Data Approach'', IDIAP-RR 02-09, 2002,
Proc. Intl Conf. on Spoken Language Processing (ICSLP), Denver, Sep.2002,
IM2.SP, IM2.SA
- (*)
Guillaume Lathoud, Jean-Marc Odobez, and Daniel Gatica-Perez,
"AV16.3: an Audio-Visual Corpus for Speaker Localization and
Tracking", in Proceedings of the 2004 MLMI Workshop,
- D.
Gatica-Perez, G. Lathoud,
Scientific
papers without peer review
IM2 Phase II
IM2.DMA
- Didier
von Rotz, David Bourillot, Omar Abou Khaled, Rudolf Scheurer, Denis
Lalanne, Rolf Ingold, Jean-Yves Le Meur, Thomas Baron (2006), "SMAC -
Smart Multimedia Archive for Conferences", Flash Informatique FI1/06,
Ecole Polytechnique Fédérale de Lausanne, février 2006, ISSN 1420-7192 ,
pp. 3-10. (http://ditwww.epfl.ch/publications-spip/IMG/pdf/1-6-page3.pdf)
IM2.DI (ex AP)
- Denis Lalanne, Didier von Rotz, Rolf Ingold,
"IM2.DI, Intégration de documents dans des archives multimédias de
réunions", Flash Informatique FI2/05, Ecole Polytechnique Federale de
Lausanne, ISSN 1420-7192, février 2005.
- Omar ABOU KHALED, Rudolf SCHEURER, Denis LALANNE,
Rolf INGOLD, Jean-Yves Le Meur, "Smart Multimedia Archive for
Conferences (S.M.A.C.)", Flash Informatique FI2/05, Ecole
Polytechnique Federale de Lausanne, ISSN 1420-7192, février 2005.
- Denis Lalanne, Rolf Ingold, (in press), "Documents et multimodalité, Vecteurs thématiques et structurés vers des archives multimédia", numéro spécial de la revue scientifique et technique "Document numérique" sur le thème "Temps et Documents", Service éditorial Hermès
- Rolf Ingold, "Analyse et reconnaissance d'images de documents'', dans ``Techniques de l'ingénieur - Traité d'informatique'', H 7068, à paraître
IM2.SP
- R.
Beutler, "Improve Continuous Speech Recognition thru Linguistic
Knowledge", February 2003, COST 278 workshop
IM2.IIR
- J.
Hammerton, M. Osborne, S. Armstrong, W. Daelemans, "Introduction to
the Special Issue on Machine Learning Approaches to Shallow
Parsing'', in The Journal of
Machine Learning Research - Special Issue on Machine Learning Approaches
to Shallow Parsing, J. Hammerton, M. Osborne, S. Armstrong, W. Daelemans
(eds.)
Books
IM2 Pase II
IM2.BMI
- Ferrez,
P.W. and Millán, J. del R. (forthcoming), "Error-Related EEG
Potentials in Brain-Computer Interfaces", In G. Dornhege et al.
(eds.), Towards Brain-Computing Interfacing.
- Grave
de Peralta, R., Gonzalez Andino, S.L., Ferrez, P.W., and Millán, J. del R.
(forthcoming), "Non-Invasive Estimates of Local Field Potentials for
Brain-Computer Interfaces", In G. Dornhege et al. (eds.), Towards
Brain-Computing Interfacing.
- Millán,
J. del R., Buttfield, A., Vidaurre, C., Krauledat, M., Schögl, A., Shenoy,
P., Blankertz, B., Rao, R.P.N., Cabeza, R., Pfurtscheller, G., and Müller,
K.-R. (forthcoming), "Adaptation in Brain-Computer Interfaces",
In G. Dornhege et al. (eds.), Towards Brain-Computing Interfacing.
- Millán,
J.
IM2.MCA
- Manny
Rayner, Beth Ann Hockey, and Pierette Bouillon (2006), "Putting
Linguistics into Speech Recognition", CSLI Publications,
IM2.MPR
- J.
Thiran, "Fusion and Fission of multimodal information", in
SIMILAR Dreams: mul-timodal interfaces in our future life, UCL - Presses
Universitaires de Louvain, pp. 29-42, 2005.
- Drygajlo, "Reconnaissance vocale et
sécurité", Chapter 6 in F. Leprévost, T. Ebrahimi, B. Warusel (Eds),
"Enjeux de la sécurité multimédia", Traité IC2, série
Informatique et systèmes d'information, Hermes Science and Lavoisier,
Paris 2006, pp. 157-172.
- S.
Renals and
IM2 Phase I
IM2.ACP
- Schenker,
A., Kandel, A., Bunke, H., Last, M., "Graph Theoretic Techniques for
Web Content Mining", World Scientific, 2005.
- Basu,
M., Bunke, H., Del Bimbo, A. (eds.), "Syntactic and Structural
Pattern Recognition", Special Section of IEEE Trans. Pattern Analysis
and Machine Intelligence, 27(7), 2005.
- F.
Bimbot, J.F Bonastre, C. Fredouille, G. Gravier I. Magrin-Chagnolleau, S.
Meignier, T. Merlin, J. Ortega-Garcia, D. Petrovska-Delactrétaz, and D. A.
Reynolds. "A tutorial on Text-Independent Speaker Verification".
Eurasip Journal on Applied Signal Processing, Volume 2004, No. 4, pp.
430-451,
- Drygajlo,
"Man-Machine Voice Enabled Interfaces", chapter in J. Tasic(, et
al. (Eds), "Intelligent Integrated Media Communication
Techniques", Kluwer Academic Publishers, Boston, pp. 305-336, 2003
IM2.DI (ex AP)
- Rolf
Ingold, Christine Vanoirbeek, "Document Analysis Revisited for Web
Documents", in Apostolos Antonacopoulos and Jianying Hu (eds.), Web
Document Analysis, Challenges and Opportunities, World Scientific
Publishing Co. Pte. Ltd., pp.315-331, 2003
IM2.DI (ex AP), IM2.MDM
- Andrei
Popescu-Belis, Alexander Clark, Maria Georgescul, Sandrine Zufferey &
Denis Lalanne (in press) "Shallow Dialogue Processing Using Machine
Learning Algorithms (or not)", In Bourlard H. & Bengio S., eds.,
Multimodal Interaction and Related Machine Learning Algorithms, LNCS,
Springer-Verlag, Berlin, 8 p, 2004
IM2.IP, IM2.DI (ex AP), IM2.ACP, IM2.DS,
IM2.IIR, IM2.MDM, IM2.MI, IM2.SA, IM2.SP, IM2.VE
- S.
Bengio and H. Bourlard, editors. Machine Learning for Multimodal Inter-
action: First International Workshop, MLMI'2004, volume 3361 of Lecture
Notes in Computer Science. Springer-Verlag
IM2.MI
- J.
del R. Millan, "Brain-computer interfaces,'' to appear in {\it The
Handbook of Brain Theory and Neural Networks}, M. A. Arbib (Ed.), Bradford
Books, The MIT Press, 2002,
IM2.MI, IM2.SP
- Bourlard,H,
and Bengio,S., "Hidden Markov Models and other Finite State Automata
for Sequence Processing,'' to appearin The Handbook of Brain Theory and
Neural Networks, M. A. Arbib (Ed.), Bradford Books, The MIT Press, 2002,
IM2.SA
- J.
Antoine, R. Murenzi, P. Vandergheynst and S. Ali, "Two-Dimensional
Wavelets and their Relatives", September 2004.
- G.
A. Kalberer, P. Mueller and L. Van Gool, "Modeling and Synthesis of
Realistic Visual Speech in 3D", 3D Modeling and Animation: Synthesis
and Analysis Techniques for the Human Body, N. Sarris and M. G. Strintzis,
Ed., IDEA Group Inc., pp. 266-294, 2004.
- JP
Antoine, S.T. Ali, R. Murenzi and P. Vandergheynst, "Wavelets and
their relatices",
IM2.SP
- Morgan,
N., Bourlard, H., and Hermanksy, H., "`Speech Recognition and the
Auditory Perspective", chapter in "Speech Processing in the
Auditory System'' eds. S. Greenberg and W. Ainsworth, Springer-Verlag,
2004
- H.
Bourlard, S. Bengio, and K. Weber, "Towards Robust and Adaptive
Speech Recognition Models'',
IDIAP-RR 02-01, 2002, to be published in Mathematical Foundations
of Speech Processing and Recognition}, Institute for Mathematics and its
Applications (IMA) Series, Eds. Mari Ostendorf, Sanjeev Khudanpur, and
Roni Rosenfeld, Springer-Verlag,
Reports
IM2 phase II
IM2.AP
- Guillaume
Lathoud, "Further Applications of Sector-Based Detection and
Short-Term Clustering". IDIAP-RR 06-26, 2006.
- R.
Eklund, R. Bates, C. Kuyper, E. Willingham, and E. Shriberg, "The
Annotation and Analysis of Importance in Meetings". ICSI Technical Report
TR-06-003, June, 2006
- T.
Kaufmann, "Evaluation von Grammatikformalismen in Hinblick auf die
Anwendung in der Spracherkennung", Zwischenbericht zum
Nationalfonds-Projekt 105211-104078/1: Rule-Based Language Model for
Speech Recognition. Institut
TIK, ETH Zürich, September 2005.
- M.
Gerber, "Evaluation of neural networks as a distance measure",
report to the NCCR Project IM2.ACP. Institut TIK, ETH Zürich, December
2005.
- B.
Pfister und R. Beutler, "Improving Speech Recognition thru
Linguistics", Schlussbericht für das Projekt COST 278. Institut TIK, ETH Zürich,
Februar 2006.
- Hemant
Misra, "Multi-stream Processing for Noise Robust Speech
Recognition", IDIAP-RR 06-28, 2006.
- Joseph
Keshet, Samy Bengio, Dan Chazan, Shai Shalev-Shwartz, and Yoram Singer,
"Discriminative Kernel-Based Phoneme Sequence Recognition",
IDIAP-RR 06-14, 2006.
- Bertrand
Mesot and David Barber, "Switching Linear Dynamical Systems for Noise
Robust Speech Recognition", IDIAP-RR 06-08, 2006.
- T.
Cemgil, B. Kappen, and D. Barber, "A Generative Model for Music
Transcription", IDIAP-RR 05-89, 2005.
- David
Barber, "Efficient Kalman Smoothing for Harmonic State-Space
Models", IDIAP-RR 05-87, 2005.
- D.
Grangier and S. Bengio, "A Discriminative Decoder for the Recognition
of Phoneme Sequences", IDIAP-RR 05-67, 2005.
- Johnny
Mariéthoz and Samy Bengio, "Can a Professional Imitator Fool a
GMM-Based Speaker Verification System?", IDIAP-RR 05-61, 2005.
- Hari
Krishna Maganti, Jithendra Vepa, and Hervé Bourlard, "Continuous
Microphone Array Speech Recognition on Wall Street Journal Corpus",
IDIAP-RR 05-47, 2005.
- Mohamed
Faouzi BenZeghiba, "Joint Speech and Speaker Recognition",
IDIAP-RR 05-28, 2005.
- Hamed
Ketabdar, Jithendra Vepa, Samy Bengio, and Hervé Bourlard, "Developing
and Enhancing Posterior Based Speech Recognition Systems", IDIAP-RR
05-23, 2005.
- Mathew
Magimai.-Doss, John Dines, Hervé Bourlard, and Hynek Hermansky,
"Improving Continuous Speech Recognition System Performance with
Grapheme Modelling", IDIAP-RR 05-16, 2005.
- Guillaume
Lathoud and Mathew Magimai.-Doss Bertrand Mesot, "A Frequency-Domain
Silence Noise Model", IDIAP-RR 05-13, 2005.
IM2.AP, IM2.DMA
- Mike
Lincoln, Iain McCowan, Jithendra Vepa, and Hari Krishna Maganti, "The
Multi-Channel Wall Street Journal Audio Visual Corpus (MC-WSJ-AV):
Specification and Initial Experiments", IDIAP-RR 05-69, 2005.
IM2.AP, IM2.VP
- H.-K.
Maganti and D. Gatica-Perez, "Speaker localization for
microphone-array-based ASR: the effects of accuracy on overlapping
speech", IDIAP Research Report, May 2006
IM2.BMI
- Ferran
Galán, Francesc Oliva, Joan Guàrdia, Pierre Ferrez, and José del R.
Millán, "Detecting Intentional Mental Transitions in an Asynchronous
BCI", IDIAP-RR 06-43, 2006.
- Silvia
Chiappa and David Barber, "Bayesian Linear
IM2.DMA
- M. Guillemot, B. Crettol & P. Wellner (2006), "From
Meeting Recordings to Web Distribution: Description of the Process",
IDIAP-Com 05-05, January 2006.
- Popescu-Belis A. (2005), "Dialogue Acts: One or More
Dimensions? ISSCO Working Paper n. 62, Version 2, November 2005,
- Popescu-Belis A., Estrella P., King M. & Underwood N. (2005),
"Towards Automatic Generation of Evaluation Plans for Context-based
MT Evaluation", ISSCO Working Paper n. 64, August 2005, University of
Geneva, 18 p.
IM2.HMI, IM2.ISD
- Gerwin
van Doorn, Mike Flynn, and Pierre Wellner, "Overlapped meeting
playback", MLMI'06,
IM2.MCA
- Perrow, Mike and Barber, David, "Probabilistic Tagging of
Unstructured Genealogical Records", IDIAP-RR 05-86, 2005.
- Dong Zhang, Daniel Gatica-Perez, Deb Roy, and Samy Bengio,
"Modeling Interactions from Email Communication", IDIAP-RR
05-51, 2005.
- Serge Kosinov (PhD thesis, supervised by S. Marchand-Maillet), Dec.
2005, "Machine learning approach to semantic augmentation of
multimedia documents for efficient access and retrieval", Computer
Science Department,
- Nicolas Moënne-Loccoz (PhD thesis,
supervised by S. Marchand-Maillet), Dec. 2005, "Dynamique des
composantes visuelles pour la gestion de documents video par le
contenu", Computer Science Department, University of Geneva. Jury:
Dr. Cordelia Schmid, INRIA, France, Philippe Joly, IRIT, France, Dr.
Jean-Marc Odobez, IDIAP, Switzerland, Prof. Thierry Pun, Dr. Stéphane
Marchand-Maillet.
- A.Peregoudov, A.Vinciarelli and H.Bourlard, "Towards using
slide information to enhance speech transcription of meetings", IDIAP
Technical Report IDIAP-RR-06-01 (2006)
- R. Vilagut, I.Arsic and J.-P.Thiran, "Visual speaker
identification using lip features", Master thesis, December 2005.
- A.Vinciarelli, "Speakers role recognition in multiparty audio
recordings", IDIAP Technical Report IDIAP-RR-06-35 (2006)
IM2.MPR
- M. Gurban and J. Thiran, "An information theoretic perspective
on multimodal signal processing", EPFL-ITS technical report No
2005-38, December 2005
- R. Rienks, D. Zhang, D. Gatica-Perez, and W. Post, "Detection
and Application of Influence Rankings in Small Group Meetings", IDIAP
Research Report, May 2006 (collaboration with
- D. Zhang, D. Gatica-Perez, S. Bengio, and D. Roy, "The
Team-Player Influence Model", IDIAP Research Report, Apr. 2006
(collaboration with MIT Media Lab, USA)
- D. Joshi and D. Gatica-Perez, "Finding Groups of People in
Google News", IDIAP Research Report, Dec. 2005 (collaboration with
- Humm, J. Hennebert and R. Ingold, "Combined Handwriting and
Speech Modalities for User Authentication", Internal Publication of
the Department of Informatics,
- Wahl, J. Hennebert, A. Humm and R. Ingold, "A novel method to
generate Brute-Force Signature Forgeries", Internal Publication of
the Department of Informatics, University of Fribourg, 06-09, June 2006.
- Johnny Mariethoz and Samy Bengio, "A Kernel Trick For
Sequences Applied to Text-Independent Speaker Verification Systems",
IDIAP Research Report 05-77, 2005.
ftp://ftp.idiap.ch/pub/reports/2005/mariethoz-idiap-rr-05-77.pdf
- N. Poh and
- Renato Villán, Sviatoslav Voloshynovskiy, Oleksiy Koval and Thierry
Pun, "Multilevel 2D Bar Codes: Towards High Capacity Storage Modules
for Multimedia Security and Management", IEEE Transactions on
Information Forensics and Security, 2006. (submitted)
IM2.VP
- Sébastien Marcel, Yann Rodriguez and Guillaume Heusch, "On the
Recent Use of Local Binary Patterns for Face Authentication",
IDIAP-RR 06-34, 2006.
- Fabien Cardinaux, "Face Authentication Based on Local Features
and Generative Models", IDIAP-RR 05-85, 2005.
- Yann Rodriguez, Fabien Cardinaux, Samy Bengio, and Johnny
Mariéthoz, "Measuring the Performance of Face Localization
Systems", IDIAP-RR 05-53, 2005.
- Tiffany Sauquet, Yann Rodriguez, and Sebastien Marcel,
"Multiview Face Detection", IDIAP-RR 05-49, 2005.
- Guillaume Heusch, Fabien Cardinaux and Sébastien Marcel,
"Efficient Diffusion-based Illumination Normalization for Face
Verification", IDIAP-RR 05-46, 2005.
- Bunke, H.,
- Bunke, H., Dickinson, P., Humm, A., Irniger, Ch., Kraetzl, M.,
"Computer network monitoring and abnormal even detection using graph
matching and multidimensional scaling", Industrial Conference on Data
Mining, ICDM, Leipzig, Germany,
2006
- Pekalska, E., Harol A., Duin, R.P.W., Spillmann, B., Bunke, H.,
"Non-Euclidean or non-metric measures can be informative", Joint
Workshop on Structural and Syntactic Pattern Recognition, and Statistical
Techniques in Pattern Recognition, S&SSPR, Hong Kong, 2006 (based on
joint work between Technical University of Delft and the University of
Bern)
- Spillmann, B., Neuhaus, M., Bunke, H., "Multiple classifier
systems for embedded string patterns", Int. Workshop on Artificial
Neural Networks in Pattern Recognition,
ANNPR, Reisensburg Castle, Germany, 2006.
- S. Ba and J.-M. Odobez, "From Head Pose to Focus of Attention:
a Study in Meetings", IDIAP Research Report, Jun. 2006.
- K. Smith, S. Ba, J.-M. Odobez, and D. Gatica-Perez, "Tracking
the Multi-Person Wandering Visual Focus of Attention", IDIAP Research
Report, Oct. 2005.
- J. Keomany and S. Marcel, "Active Shape Models using Local
Binary Patterns", IDIAP Research Report, 2006
- M. Sorci, G. Antonini and J. Thiran, "Relevant Component
Analysis for static facial expression classification", EPFL-ITS Technical
Report, 2005
- J. Meynet, V. Popovici and J. Thiran, "Face Detection with
Mixtures of Boosted Discriminant Features", EPFL-ITS Technical
Report, 2005.
- J. Meynet, V. Popovici and J. Thiran, "Face Detection with
Boosted Gaussian Features", submitted to Pattern Recognition, 2006
- J. Meynet, V. Popovici and J. Thiran, "Mixtures of Boosted
Classifiers for Frontal Face Detection", submitted to Pattern
Recognition, 2006
- Maurer & Billard, "Exact Estimate of the Capacity and
Improved Learning Rule of anIsing-like Model for Storing Semantically
Correlated Patterns", Submitted, Neural Networks, 2006
IM2 Phase I
IM2.ACP
- Neuhaus, M., Bunke, H., "Graph Matching - Exact and
Error-tolerant Methods and the Automatic Learning of Edit Costs",
submitted.
- Schlapbach. A., Bunke, H., "A Writer Identification and
Verification System Using HMM Based Recognizers", submitted.
- Neuhaus, M., Bunke, H., "Edit distance based kernel functions
for structural pattern classification", submitted.
- Neuhaus, M., Bunke, H.: "Automatic learning of cost functions
for graph edit distance", submitted.
- Conrad Sanderson, Fabien Cardinaux, and Samy Bengio, "On
Performance / Robustness / Complexity TradeO#s in Face
Verification", IDIAPRR 74, 2004.
- Conrad Sanderson and Kuldip K. Paliwal, "On the Use of Speech
and Face Information for Identity Verification", IDIAPRR 10, March
2004.
- Fabien Cardinaux, "Local Features and 1DHMMs for Fast and
Robust Face Authentication", IDIAPRR 17, 2005. (Submitted to British
Machine Vision Conference (BMVC) 2005).
- Guillaume Heusch, Fabien Cardinaux, and Sebastien Marcel,
"Lighting normalization algorithms for face verification",
IDIAPCOM 03, 2005.
- Johnny Mariethoz and Samy Bengio, "A new speech recognition
baseline system for numbers 95 version 1.3 based on torch", IDIAPRR 16, 2004.
- Mikaela Keller, Johnny Mariethoz, and Samy Bengio,
"Significance Tests for bizarre Measures in 2Class Classification
Tasks", IDIAPRR 34, 2004.
- Jerome Kowalczyk, "Une
application de reconnaissance du locuteur : le usercustomized password
speaker verification", IDIAPCOM 04, 2004.
- Norman Poh and Samy Bengio, "Improving single modal and
multimodal biometric authentication using fratio clientdependent
normalisation", IDIAPRR 52, 2004.
- Norman Poh and Samy Bengio. An investigation of fratio
clientdependent normalisation on biometric authentication tasks. IDIAPRR
46, 2004.
- Norman Poh and Samy Bengio, "A study of the effects of score
normalisation prior to fusion in biometric authentication tasks",
IDIAPRR 69, 2004.
- Norman Poh and Samy Bengio. Can chimeric persons be used in
multimodal biometric authentication experiments?", IDIAPRR 20,
2005.
- M. Gerber, "Evaluation von Vektorquantisierungsmethoden für
das Finden lautlich ähnlicher Abschnitte in Sprachsignalen", Report
Nr. 1, NCCR Projekt IM2.ACP, Institut TIK, ETH Zurich, December 2004.
- M. Gerber, "Evaluation of features and algorithms to find
common subsegments", Report Nr. 2, NCCR Project IM2.ACP, Institut
TIK, ETH
- Bruno Dumas, Catherine Pugin, Jean Hennebert, Dijana
Petrovska-Delacrétaz, Rolf Ingold, Andreas Humm, Florian Evéquoz and
Didier Von Rotz, “MyIDea – Multimodal Biometrics Database, Description Of
Acquisition Protocols”, submitted to the Third COST275 workshop on
Biometrics over the Internet.
- B. Dumas, F. Evequoz, J. Hennebert, A. Humm, R. Ingold, D.
Petrovska-Delacretaz, C. Pugin and D. Von Rotz, “MyIDea – Sensors
Specifications and Acquisition Protocol“, Internal Publication of the
Informatics Department, n° 05-12, University of Fribourg, June 2005
- Norman Poh and Samy Bengio, "Compensating User-Specific
Information with User-Independent Information in Biometric ,
Authentication Tasks", IDIAP-RR 05-44, 2005.
- Norman Poh and Samy Bengio, "Towards Explaining the Success
(Or Failure) of Fusion in Biometric Authentication", IDIAP-RR 05-43,
2005.
- Norman Poh and Samy Bengio, "Can Chimeric Persons Be Used in
Multimodal Biometric Authentication Experiments?", IDIAP-RR 05-20,
2005.
- Johnny Mariéthoz and Samy Bengio, "A Bayesian Framework for
Score Normalization Techniques Applied to Text Independent Speaker
Verification", IDIAP-RR 04-62, 2004.
- Norman Poh and Samy Bengio, "Improving Single Modal and
Multimodal Biometric Authentication Using F-ratio Client-Dependent
Normalisation", IDIAP-RR 04-52, 2004.
- J. Richiardi, A. Drygajlo, A. Palacios-Venin, R. Ludvig, O. Genton,
L. Houmgny, "A Distributed Multimodal Biometric Authentication
Framework", in 3rd COST 275 workshop "Biometrics on the
Internet", Hatfield, Oct 27-28, 2005. (Submitted)
- K. Kryszczuk, A. Drygajlo, "Robust Method of Reference Point
Localization in Fingerprints",
3rd COST 275 Workshop “Biometrics on the Internet”,
- Norman Poh and Samy Bengio, "Evidences of Equal Error Rate
Reduction in Biometric Authentication Fusion", IDIAP-RR 04-43, 2004
- Mohamed F. BenZeghiba and Hervé Bourlard, "User-Customized
Password Speaker Verification Using Multiple Reference and Background
Models", IDIAP-RR 04-41, 2004
- Fabien Cardinaux, Conrad Sanderson, and Samy Bengio, "User
Authentication via Adapted Generative Models of Face Images",
IDIAP-RR 04-38, 2004
- Marc Saban and Conrad Sanderson, "On Local Features for Face
Verification", IDIAP-RR 04-36, 2004
- Norman Poh and Samy Bengio, "Towards Predicting Optimal
Subsets of Base-Experts in Biometric Authentication Task", IDIAP-RR
04-17, 2004
- S. Marcel, "Improving Face Verification using Symmetric
Transformation", IDIAP-RR 03-68, 2003
- Johnny Mariéthoz and Samy Bengio, "An Alternative To Silence
Removal For Text-Independent Speaker Verification", IDIAP-RR 03-51,
2003
- Norman POH Hoon Thian, Samy Bengio, "Towards Predicting
Optimal Subsets of Base-Experts in Biometric Authentication Task",
poster presentation at MLMI'04 in Martigny
- Plamen Prodanov, Andrzej Drygajlo, "Multimodal Signal Fusion
for User Goal Identification in Human-Robot Interaction Using Bayesian
Networks", poster presentation at MLMI'04 in Martigny
- N. Poh, C. Sanderson and S. Bengio. Spectral Subband Centroids,
"An Alternative Features for Speaker Verification", IDIAP
Technical Report RR-03-26, 2003.
- Norman Poh and Samy Bengio, "Variance Reduction Techniques in
Biometric Authentication", IDIAP-RR 03-17, 2003.
- Norman Poh and Samy Bengio, "Non-Linear Variance Reduction
Techniques in Biometric Authentication", IDIAP-RR 03-26, 2003.
- Christine Marcel, "Multimodal Identity Verification at
IDIAP", IDIAP-Com 03-04, 2003.
- Conrad Sanderson, "Speech Processing \& Text-Independent
Automatic Person Verification", IDIAP-Com
- Lapidot,
- Sébastien Marcel, "Robust Face Verification using Skin Color
and Neural Networks", IDIAP-RR 02-49, 2002
- Mohamed F. BenZeghiba and Hervé Bourlard, "User-Customized
Password HMM Based Speaker Verification", IDIAP-RR 02-35, 2002.
- Conrad Sanderson and Kuldip K. Paliwal, "Information Fusion
and Person Verification Using Speech \& Face Information",
IDIAP-RR 02-33, 2002.
- Mohamed F. BenZeghiba and Hervé Bourlard, "User-Customized
Password Speaker Verification based on HMM/ANN and GMM Models",
IDIAP-RR 02-10, 2002.
- V. Lemaire and F. Clérot, "SOM-Based Clustering for On-Line
Fraud Behavior Classification: a Case Study'', IDIAP-RR 02-30, 2002,
- "Samy Bengio, and Jerzy Korczak, Norman Poh, ""A
Multi-sample Multi-source Model for Biometric Authentication'', IDIAP-RR
- 02-14, 2002,"
- F. Porée, J. Mariéthoz, S.
Bengio, and F. Bimbot, "The BANCA Database and Experimental Protocol
for Speaker Verification'', IDIAP-RR 02-13, 2002,
- "Quan Le and Samy Bengio, ""Hybrid generative-discriminative
models for speech and speaker recognition'', IDIAP-RR 02-06,
- 2002"
- S. Bengio, F. Bimbot, J.
Mariéthoz, V. Popovici, F. Porée, E. Bailly-Baillière, G. Matas, and B.
Ruiz, "Experimental Protocol on the BANCA Database'', IDIAP-RR 02-05, 2002,
IM2.ACP, IM2.MI
- Mikaela Keller, Johnny Mariéthoz, and Samy Bengio,
"Significance Tests for Bizarre Measures in 2-Class Classification
Tasks", IDIAP-RR 04-34, 2004
- Norman Poh and Samy Bengio, "How Do Correlation and Variance
of Base-Experts Affect Fusion in Biometric Authentication Tasks?",
IDIAP-RR 04-18, 2004
- Conrad Sanderson and Kuldip K. Paliwal, "On the Use of Speech
and Face Information for Identity Verification", IDIAP-RR 04-10, 2004
- Sutapa Sarangi, "Enhanced Performance of Multimodal Biometric
Systems by Confidence Estimation", IDIAP-Com 03-05, 2003
IM2.ACP, IM2.SP
- Mohamed Faouzi BenZeghiba, Hervé Bourlard, "Combination od
Speech and Speaker Recognition", poster presentation at MLMI'04 in
Martigny
IM2.DI (ex AP)
- Denis Lalanne, Agnes Lisowska, Eric Bruno, Mike Flynn, Maria
Georgescul, Maël Guillemot, Bruno Janvier, Stéphane Marchand-Maillet,
Mirek Melichar, Nicolas Moenne-Loccoz, Andrei Popescu-Belis, Martin
Rajman, Maurizio Rigamonti, Didier von Rotz, Pierre Wellner.. "The
IM2 Multimodal Meeting Browser Family", Technical report, Fribourg,
March 2005.
- Didier von Rotz, " Smart Meeting
Minutes, une plate-forme permettant d'enregistrer, archiver, annoter et
consulter des réunions", rapport final du projet CCTI numéro TI
07-02, November 2004.
- Denis Lalanne, «SMAC, Smart Multimedia Archive for Conferences »,
Specifications v5.0, Denis Lalanne,
- Stephane Sire and Denis Lalanne, "Smart Meeting Minutes
Application specification”, Technical Report, August 2002
- Denis Lalanne and Stephane Sire, "Analysis of end-user
requirements and sample queries ", Technical Report, 2003
- Denis Lalanne and Fuad Rahman, Building Digital libraries that
reach users. Report of DIAL'04 discussion group on User experience, PARC,
- Jean-Philippe Zbinden, "PDA &
Services multimédias", projet de diplôme 2003, University of Applied
Sciences
- Cristobal Martin & Christophe
Pouly, "Système distribué d'enregistrement audio-vidéo",
University of Applied Sciences, Fribourg, 2003
- Catherine Pugin, "Smart Meeting
Minutes Viewer", rapport projet de Bachelor, UniFr, 2003
- Christoph Ehret, "Smart Meeting
Minutes Writer", rapport projet de Bachelor, UniFr, 2003
- Laurence Fidanza, "Smart Meeting
Minutes Organizer", rapport projet de Bachelor, UniFr, 2003
- Gay-Crosier Benoit & De Bruyne Tom, "Java networking using
Bluetooth on Pocket PC",
- Laurent Prin & Patrick Terreaux,
"Intégration d'un participant externe à une réunion par vidéo
conférence", University of Applied Sciences, Fribourg, 2003
- Dalila Mekhaldi, Denis Lalanne, Rolf Ingold. "Document/Speech
Thematic Segmentation Through Their Alignment", in Thirteenth
Conference on Information and Knowledge Management CIKM 2004
- Denis Lalanne, Rolf Ingold, “STRUCTURING MULTIMEDIA ARCHIVES WITH
STATIC DOCUMENTS”, International
Workshop on Image, Video, and Audio Retrieval and Mining on October 25-26,
2004, Université de Sherbrooke, Canada
- Dalila Mekhaldi, Denis Lalanne, "Thematic Alignment of
Documents with Recorded Speech", poster presentation at MLMI'04 in
Martigny
- Ardhendu Behera, Denis Lalanne, "Looking at Meeting Documents:
Events Detection and Documents Identification", poster presentation
at MLMI'04 in Martigny
- "Smart Meeting Minutes Application specification'', Technical
Report, August 2002,
IM2.DI (ex AP), IM2.IP, IM2.MDM
- Lalanne D., Lisowska A., Bruno E., Flynn M., Georgescul M.,
Guillemot M., Janvier B., Marchand-Maillet S., Melichar M., Moenne-Loccoz
N., Popescu-Belis A., Rajman M., Rigamonti M., von Rotz D. & Wellner
P. (2005) - "The IM2 Multimodal Meeting Browser Family", IM2
Technical Report, 17 p, March 2005.
IM2.DI (ex AP), IM2.MDM
- Andrei Popescu-Belis, Denis Lalanne, "Resolution of References
to Document Elements in Meeting Dialogues", poster presentation at
MLMI'04 in Martigny
IM2.IIR
- Alessandro Vinciarelli and Jean-Marc Odobez, "Application of
Information Retrieval Technologies to Presentation Slides", IDIAP
RR-05-36, 2005.
- D. Grangier and
- D. Grangier and A. Vinciarelli, "Noisy Text Clustering",
IDIAP-RR 04-31, 2004
- A.Vinciarelli, "Handwritten
document retrieval", IDIAP-RR 04-12, 2004
- Mikaela Keller and Samy Bengio, "Theme Topic Mixture Model: A
Graphical Model for Document Representation", IDIAP-RR 04-05, 2004
- D. Grangier and A. Vinciarelli, "Making Retrieval Faster
Through Document Clustering", IDIAP-RR 04-02, 2004
- Mikaela Keller and Samy Bengio, "Textual Data
Representation", IDIAP-RR 03-74, 2003
- Alessandro Vinciarelli, and Hervé Bourlard, "Information
Retrieval on Noisy Text, David Grangier", IDIAP-Com 03-08, 2003
- T. Bouzerda, C. Jelmini, S. Marchand-Maillet, "A flexible
framework for the development of XML protocols: Applications to
MRML", technical report number No. 03.03, Computer Vision and
Multimedia Laboratory, Computing Centre, University of Geneva, rue General
Dufour, 24, CH-1211, Geneva, Switzerland, June, 2003
- S. Marchand-Maillet, "Collection Guiding: 1- Principles",
technical report number No. 03.06, Computer Vision and Multimedia
Laboratory, Computing Centre, University of Geneva, rue General Dufour,
24, CH-1211, Geneva, Switzerland, 2003.
- S. Marchand-Maillet, "Collection Guiding: 2- Theoretical
developments", technical report number No. 04.01, Computer Vision and
Multimedia Laboratory, Computing Centre, University of Geneva, rue General
Dufour, 24, CH-1211, Geneva, Switzerland, 2004.
- N. Moenne-Loccoz, "Video content decomposition for efficient
indexing", technical report number No. 04.02, Computer Vision and
Multimedia Laboratory, Computing Centre,
- E. Bruno, N. Moenne-Loccoz , S.
Marchand-Maillet. Unsupervised
Event Discrimination Based on Nonlinear Temporal Modeling of Activity
Content. Submitted to the Pattern Analysis and Applications Journal (PAA),
Special issue on “Video based event detection”. January 2004
- N. Moenne-Loccoz, E. Bruno and S. Marchand-Maillet..
Knowledge-based Event Detection in Video Streams from Salient Regions of
Activity. Submitted to the Pattern
Analysis and Applications Journal (PAA), Special issue on “Video based
event detection”. January 2004
- Bruno Janvier, Carlo Jelmini, Sergei Kosinov, Nicolas
Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maille, "Integrated
Multimedia Information Management", poster presentation at MLMI'04 in
Martigny Switzerland, June 2004
- David Grangier, "Noisy Text Clustering", poster
presentation at MLMI'04 in Martigny
- Stephane Marchand-Maillet "Meeting Record Modelling for
Enhanced Browsing", Tech. Rep. 03.01, Computer Vision and Multimedia
Laboratory, Computing Centre,
- Stephane Marchand-Maillet, "MRML: Steps towards version
2". Tech. Rep. 03.02, Computer Vision and Multimedia Laboratory,
Computing Centre,
- Iain McCowan, Jitendra Ajmera, and Darren Morre, "An Online
System for Automatic Annotation of Audio Documents", IDIAP-RR 03-39,
2003
- Tayeb Bouzerda, Carlo Jelmini and Stephane Marchand-Maillet,
"A flexible framework for the development of XML protocols:
Applications to MRML", Technical Report 03.03, Viper group, Computer
Vision and Multimedia Lab. University of Geneva, June 2003
- Jean-Marc Odobez and Datong Chen, "Video Text Recognition
Based on Markov Random Field and grayscale consistency constraint'', IDIAP-RR
02-18, 2002,
IM2.IIR, IM2.MI
- McCowan, D. Gatica-Perez,
IM2.IIR, IM2.SA
- Mark Barnard and Jean-Marc Odobez, "Sports Event Recognition using
Layered HMMs", IDIAP-RR 05-07, 2005.
- Datong Chen, "Text detection and recognition in images and
video sequences", IDIAP-RR 03-44, 2003
IM2.IIR, IM2.SP
- McCowan, D.
- J. Ajmera,
- Guillaume Lathoud, Iain A. McCowan, Jean-Marc Odobez,
"Unsupervised Location-Based Segmentation of Multi-Party
Speech", poster presentation at MLMI'04 in Martigny Switzerland, June
2004
IM2.IP
- M. Flynn and P. Wellner, "In Search of a Good BET",
IDIAP-Com 03-11, 2003
- McCowan, D. Gatica-Perez, and
- Oleksandr DRUTSKYY, Hassina BOUNIF, "A Multimodal Database
Framework for Multimedia Meeting Annotations", poster presentation at
MLMI'04 in Martigny
- Hassina BOUNIF, "Predictive database schema evolution",
poster presentation at MLMI'04 in Martigny
- Mike Flynn, Mael Guillemot, Pierre Wellner, "Poster and Demo:
The Ferret Meeting Browser", poster presentation at MLMI'04 in
Martigny
- Darren Moore, Mike Flynn, Frank Formaz, Daniel Gatica-Perez, Mael
Guillemot, Olivier Masson, Iain McCowan, Pierre Wellner, "A Technical
Overview of IDIAP Infrastructure for the Acquisition and Distribution of
Multimodal Meeting Data", poster presentation at MLMI'04 in Martigny
Switzerland, June 2004
- McCowan and D.
- D.
IM2.IP, IM2.IIR
- P. Wellner, M. Flynn, and M. Guillemot, "Browsing Recorded
Meetings with Ferret", IDIAP-RR 04-32, 2004
- Iain McCowan, Jitendra Ajmera, and Darren Morre, "An Online
System for Automatic Annotation of Audio Documents", IDIAP-RR 03-39,
2003
IM2.IP, IM2.IIR, IM2.MI
- McCowan, D. Gatica-Perez,
IM2.IP, IM2.MDM
- Agnes Lisowska, Guillaume Lathoud, Joanne Moore, "Transcribing
Meetings: Applying Speech Transcription Methods Developed at ICSI to the
New Meeting Corpus Recorded at IDIAP", poster presentation at MLMI'04
in Martigny
IM2.IP, IM2.MI, IM2.SA, IM2.SP
- Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan and
Guillaume Lathoud, "Modeling Individual and Group Actions in Meetings
With Layered HMMs", IDIAP-RR 04-33, 2004
IM2.MDM
- Popescu-Belis A., "Dialogue Acts: One or More
Dimensions?", ISSCO Working Paper n. 62, January 2005,
- Ailomaa, M. Alphonse, Y., Ghorbel, H. Kadlec, V., Lisowska, A.,
Rajman, M., Trutnev, A.,
"Natural Language Processing in Archivus: An
Overview", IM2.MDM Technical
report 14. March 2005.
- Pierre Andrews and Martin Rajman, "Thematic Annotation:
extracting concepts out of documents", EPFL Technical report
IC/2004/68.
- Silvia Quarteroni and Martin Rajman, "Introducing Reset
Patterns: an Extension to a Rapid Dialogue Prototyping Methodology",
EPFL Technical report IC/2004/58.
- Ruch P., Chichester G., Cohen G., Coray G., Ehrler F., Ghorbel, H.,
Müller H., Pallotta V., "Report on the TREC 2003 Experiment", In
Genomic Track, TREC 2003
- Georgescul M. & Popescu-Belis A., "Database and TQB
Demonstrator: Installation Manual", Project Report IM2.MDM-10,
(forthcoming)
- Lisowska, A., "Multimodal Interface Design for the Multimodal
Meeting Domain: Preliminary Indications from a Query Analysis Study",
Project Report IM2.MDM-11, 30 pages, November 2003
- Clark A. & Popescu-Belis A., "Multilevel Dialogue Acts and
Feature Selection", Project Report IM2.MDM-12, WP.STAT Deliverable,
19 pages, March 2004
- Popescu-Belis A. & Palacio E., "Data formatting and
conversion procedures: summary of results", Project Report
IM2.MDM-13, (forthcoming)
- Silvia Quarteroni, Martin Rajman, "Introducing Reset Patterns:
an extension to a Rapid Dialogue Prototyping Methodology", poster
presentation at MLMI'04 in Martigny
- Philipp Frei, Harald Romsdorfer, Beat Pfister, "Strong and
weak assimilated mixed-lingual text analysis: a comparison", poster
presentation at MLMI'04 in Martigny
- Carlo Jelmini, Stéphane Marchand-Maillet, "Ontology Reasoning
for Multimedia Semantic Retrieval", poster presentation at MLMI'04 in
Martigny
- Andrei Popescu-Belis, Maria Georgescul, "TQB: a
Transcript-based Query and Browsing Interface for Meetings", poster
presentation at MLMI'04 in Martigny
- Popescu-Belis, "Resources, Tools and Projects for Multimodal
Dialogue Understanding and Management: a Web-based Review", Report
IM2.MDM-06, June 2003.
- M. Georgescul, "SOAP Webservice for querying the IM2.MDM
dialogue database: Java package documentation", April 2003.
- Pallotta V. and Todirascu A. "Ontologies and Information
Extraction", Proceedings of the Eurolan 2003 Workshop,
- Vincenzo Pallotta, "Computational Dialogue Models", March
2003.
- Alexander Clark, "Machine Learning Approaches to Shallow
Parsing: A Literature Review," March 2003.
- Andrei Popescu-Belis, Alexander Clark, Maria Georgescul, Marianne
Starlander, Sandrine Zufferey, "A Thematic Bibliography on Dialogue
Processing", June 2003.
- Andrei Popescu-Belis, "Shallow Dialogue Analysis: Definition,
Annotation, Visualisation",
July 2003.
- Vincenzo Pallotta, Hatem Ghorbel, "Argumentative Segmentation
and Annotation Guidelines", June 2003.
- Andrei Popescu-Belis, "Dialogue act tagsets for meeting
understanding: an abstraction based on the DAMSL", Switchboard and
ICSI-MR tagsets, September 2003.
IM2.MI
- Mark Barnard and Jean-Marc Odobez, "Sports event recognition
using layered hmms", IDIAP-RR 07, 2005.
- S. Chiappa and
- Ronan Collobert, "Large Scale Machine Learning", PhD
thesis, Universite de Paris VI, 2004.
- Ronan Collobert, "Large scale machine learning", IDIAP-RR
42, IDIAP, 2004.
- Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan, and
Guillaume Lathoud, "Modeling Individual and Group Actions in Meetings
With Layered HMMs", IDIAP-RR 33,
- J. del R. Millán, Silvia Chiappa, "Eeg-based bci systems and
idiap eeg database", IDIAP-RR 64, 2003.
- Mikaela Keller, Samy Bengio, and Siew Yeung Wong, "Surprising
Outcome While Benchmarking Statistical Tests", IDIAP-RR 05-38, 2005.
- Alexei Pozdnoukhov and Samy Bengio, "A Kernel Classifier for
Distributions", IDIAP-RR 05-32, 2005.
- D. Gatica-Perez, G. Lathoud, J.-M. Odobez, and I. McCowan,
"Audio-visual probabilistic tracking of multiple speakers in
meetings", IDIAP-RR 05-27, 2005.
- Yves Grandvalet, Johnny Mariéthoz, and Samy Bengio, "A
Probabilistic Interpretation of SVMs with an Application to Unbalanced
Classification", IDIAP-RR 05-26, 2005.
- S. Bengio, "Joint Training of Multi-Stream HMMs",
IDIAP-RR 05-22, 2005.
- David Barber, "Variational Information Maximization for
Population Coding", IDIAP-RR 04-85, 2004.
- Felix Agakov and David Barber, "Variational Information
Maximization in Gaussian Channels", IDIAP-RR 04-88, 2004.
- David Barber, "The Auxiliary Variable Trick for deriving
Kalman Smoothers", IDIAP-RR 04-87, 2004.
- Felix Agakov and David Barber, "An Auxiliary Variational
Method", IDIAP-RR 04-86, 2004.
- Christos Dimitrakakis and Samy Bengio, "Estimates of Parameter
Distributions for Optimal Action Selection", IDIAP-RR 04-72, 2004.
- David Barber, "Are two Classifiers performing equally? A
treatment using Bayesian Hypothesis Testing", IDIAP-RR 04-57, 2004.
- Alexei Pozdnoukhov and Samy Bengio, "Invariances in Kernel
Methods: From Samples to Objects", IDIAP-RR 04-56, 2004.
- Ronan Collobert, "Large Scale Machine Learning", IDIAP-RR
04-42, 2004
- S. Chiappa and
- Ronan Collobert and Samy Bengio, "Links between Perceptrons,
MLPs and SVMs", IDIAP-RR 04-06, 2004
- S. Bengio M. Keller, and J.
Mariéthoz, "The Expected Performance Curve", IDIAP-RR 03-85,
2003
- Silvia Chiappa and José del R. Millán, "EEG-based BCI Systems
and IDIAP EEG Database", IDIAP-RR 03-64, 2003
- S. Chiappa and S. Bengio, "HMM and IOHMM Modeling of EEG
Rhythms for Asynchronous BCI Systems", IDIAP-RR 03-49, 2003
- Quan Le and Samy Bengio, "Noise Robust Discriminative
Models", IDIAP-RR 03-40, 2003
- J. Kronegg,
- Alexei Pozdnoukhov, Samy Bengio, "Introducing invariances into
SVM algorithms by Tangent Vector Kernels", poster presentation at
MLMI'04 in Martigny
- Silvia Chiappa, Samy Bengio, "Sequence Classification with
Input-Output Hidden Markov Models", poster presentation at MLMI'04 in
Martigny
- Christos Dimitrakakis, Samy Bengio, "Methods for applying
boosting to HMMs for speech recognition", poster presentation at
MLMI'04 in Martigny
- Mikaela Keller, Johnny Mariéthoz, Samy Bengio, "Performance
Measures for 2-Class Classification Tasks with a desired Range of
Operating Points", poster presentation at MLMI'04 in Martigny
- Teodor Alecu, Sviatoslav Voloshynovskiy, Thierry Pun,
"Regularized two-step brain activity reconstruction from
spatio-temporal EEG data", poster presentation at MLMI'04 in Martigny
- Ronan Collobert, Samy Bengio, "MLP=SVM^2", poster
presentation at MLMI'04 in Martigny
- Jean-François Paiement, David Barber, Samy Bengio, "A
Graphical Model for Music Analysis and Generation", poster
presentation at MLMI'04 in Martigny
- S. Chiappa and
- Yoshua Bengio and Jean-Sébastien Senécal, "Adaptive Importance
Sampling to Accelerate Training of a Neural Probabilistic Language Model",
IDIAP-RR 03-35, 2003.
- J. del R. Millán, "On the Need for On-Line Learning in
Brain-Computer Interfaces", IDIAP-RR 03-30, 2003
- Pozdnoukhov and S. Bengio, "From Samples to Objects in Kernel
Methods", IDIAP-RR 03-29, 2003.
- R. Collobert and
- A.Pozdnoukhov, "The analysis of kernel ridge regression
learning algorithm", IDIAP-RR 02-54, 2002.
- V. Lemaire, "Bagging Using the VMSE Cost Function, IDIAP-RR
02-27, 2002.
- T. Alecu, "The inverse problem: solutions and
resolutions", Comp. Science Dpt / CVML, Report 2003.04, September
2003
- J. Kronegg, "Capacity study of the memoryless channel with
additive independant Gaussian noise and its application to brain-computer
interfaces", Comp. Science Dpt / CVML, Report 2003.05, September 2003
- "Christos Dimtirakakis and Samy Bengio, ""Online
Policy
- Adaptation for Ensemble Algorithms'',
IDIAP-RR 02-28, 2002,"
- V. Lemaire, "Bagging Using the VMSE Cost Function'',
IDIAP-RR-02-27, 2002,
- S. Bengio, "An Asynchronous Hidden Markov Model for
Audio-Visual Speech Recognition'', IDIAP-RR 02-26, 2002,
- Nicolas Gilardi, Samy Bengio, and Mikhail Kanevski,
"Estimation of Conditional Distributions using Gaussian Mixture
Models'', IDIAP-RR 02-03, 2002,
IM2.MI, IM2.IP
- R. Collobert,
- S. Bengio, "An Asynchronous Hidden Markov Model for
Audio-Visual Speech Recognition", IDIAP-RR 02-26, 2002.
IM2.MI, IM2.SA
- Julien Tiphaigne and Sebastien Marcel, "A video package for
Torch", IDIAP-Com 04-02, 2004
IM2.MI, IM2.SP
- David Barber and Bertrand Mesot, "Construction and comparison
of approximations for switching linear gaussian state space models",
IDIAP-RR 05-06, 2005.
- David Barber, "A Stable Switching Kalman Smoother",
IDIAP-RR 04-89, 2004.
IM2.SA
- L. Granai and P. Vandergheynst, "Sparse Approximation by
Linear Programming: Measuring the Error with the $\ell_1$ Norm", No
TR-ITS-2005.015, June 2005.
- G. Monaci, O. Divorra Escoda and P. Vandergheynst, "Analysis
of Multimodal Sequences Using Geometric Video Representations", No
TR-ITS-2005.017, June 2005.
- P. Jost, P. Vandergheynst and P. Frossard, "Tree-Based
Pursuit: Algorithm and Properties", No 2005-13, May 2005.
- Manic, R. Figueras i
- Rahmoune, P. Vandergheynst and P. Frossard, "Sparse
Approximation Using M-Term Pursuits with Applications to Image and Video
Compression", No 2005.03, January 2005.
- Rahmoune, P. Vandergheynst and P. Frossard, "The M-Term
Pursuit for Image Representation and Compression", No 2005.04,
January 2005.
- Rahmoune, P. Vandergheynst and P. Frossard, "Scalable Video
Representation and Coding Using Sparse Approximation", No 2005.05,
January 2005.
- O. Divorra Escoda and P. Vandergheynst, "An Analysis of
Temporal Adaptivity in 3D Wavelet Video Coding", No 06/2005, January
2005.
- P. Frossard and P. Vandergheynst, "Unequal Error Protection of
Atomic Image Streams", No TR-ITS-2005.007, January 2005.
- R. Figueras i
- O. Divorra Escoda, L. Granai and P. Vandergheynst, "On the Use
of A Priori Information for Sparse Signal Approximations", No
23/2004, November 2004.
- O. Divorra Escoda, M. Flierl and P. Vandergheynst,
"Intra-Adaptive Motion-Compensated Lifted Wavelets for Video
Coding", No 2004-27, November 2004.
- G. Monaci, O. Divorra Escoda and P. Vandergheynst, "Multimodal
Analysis Using Redundant Parametric Decompositions", No
TR-ITS-2004.024, October 2004.
- O. Divorra Escoda, P. Vandergheynst and M. Bierlaire, "Video
Representation Using Greedy Approximations Over Redundant Parametric
Dictionaries", No ITS-2004.019, September 2004.
- O. Divorra Escoda, L. Granai and P. Vandergheynst, "On the Use
of A Priori Information for Sparse Signal Representations", No
18/2004, September 2004.
- Günter, S., "Vergleich von Erkennungsmethoden", Technical
Report IAM TR-04-001, 2004.
- B.Fasel, "Automatic Face Analysis with Unsupervised
Convolutional Neural Networks", Computer Vision Lab, ETH Zuerich, RR
No 268, September 2004.
- S. Ba and J.-M. Odobez, "A Rao-Blackwellized Mixed State
Particle Filter for Head Pose Esti-mation", IDIAP Research Report
RR-05-35, June 2005.
- (*) Gatica-Perez, G.
Lathoud, J.-M. Odobez, and I. McCowan, "Audio-visual Probabilistic
Tracking of Multiple Speakers in Meetings", submitted to IEEE Trans.
on Speech and Audio Processing, Jun. 2005.
- J.-M. Odobez, D. Gatica-Perez, and S. Ba, "Embedding Motion in
Model-Based Stochastic Tracking", submitted to Trans. Image
Processing, Oct. 2004, under second round of review.
- R. Villan, S. Voloshynovskiy, F. Deguillaume, Y. Rytsar, O. Koval,
E. Topak, E. Rivera and T. Pun, "A theoretical framework for
data-hiding in digital text documents", 9th IFIP TC-6 TC-11 CMS 2005,
Conf. on Communications and Multimedia Security, 19-21 September 2005, Salzburg,
Austria. Subm.
- Just and S. Marcel, "Two-Handed Gesture Recognition",
IDIAP-RR 05-24, 2005.
- Jean-Marc Odobez and Daniel Gatica-Perez, "Motion likelihood
and proposal modeling in Model-Based Stochastic Tracking", IDIAP-RR
04-61, 2004.
- Just, O. Bernier, and S. Marcel, "HMM and IOHMM for the
Recognition of Mono- and Bi-Manual 3D Hand Gestures", IDIAP-RR 04-39,
2004
- Just, S. Marcel, O. Bernier, and J.E.
Viallet, "Reconnaissance de gestes 3D bi-manuels", IDIAP-RR
03-79, 2003
- Sileye Ba and Jean-Marc Odobez, "A Probabilistic Framework for
Joint Head Tracking and Pose Estimation", IDIAP-RR 03-78, 2003
- Mark Barnard and Jean-Marc Odobez, "Robust Playfield
Segmentation using MAP Adaptation", IDIAP-RR 03-77, 2003
- Pozdnoukhov and S. Bengio, "Tangent Vector Kernels for Invariant
Image Classification with SVMs", IDIAP-RR 03-75, 2003
- Jean-Marc Odobez, Daniel Gatica-Perez, and Sileye Ba,
"Embedding Motion in Model-Based Stochastic Tracking", IDIAP-RR
03-72, 2003
- Dong Zhang, S. Z. Li, and Daniel Gatica-Perez, "Real-Time Face
Detection Using Boosting Learning in Hierarchical Feature Spaces",
IDIAP-RR 03-70, 2003
- Alessandro Vinciarelli, :Offline Cursive Handwriting: From Word To
Text Recognition", IDIAP-RR 03-24, 2003
- O. Koval, “Distributed Single Source Coding”, SIMILAR WP6&9
meeting, EPF-Lausanne,
- J. Vila, “Distributed Single Source Coding with Side Information”
at ETH Zentrum, IM2.SA Workshop,
- Guenter, S., "Vergleich von Erkennungsmethoden", IAM
TR-04-001, 2004
- S. Voloshynovskiy, O. Koval, T. Pun, "Image denoising based on
the edge process model, Subm. to Elsevier Science, Signal Processing,
April 2004.
- S. Voloshynovskiy, O. Koval, K. Mihcak, T. Pun, "Data hiding
capacity analysis for real images based on stochastic non-stationary
models", Subm. to IEEE Trans. Image Processing, June 2004
- S. Voloshynovskiy, O. Koval, F. Perez-Gonzalez, K. Mihcak, T. Pun,
Data hiding with host state at the encoder and partial side information at
the decoder, Subm. to IEEE Trans. Signal Processing, June 2004
- R. Gribonval and P. Vandergheynst, "On the exponential
convergence of matching pursuit in quasi-incoherent dictionaries",
submitted to IEEE Transactions on Information Theory, 2004
- Ivana Arsic, Jean-Phillipe Thiran, "Information Theoretic
Feature Selection for Lipreading", poster presentation at MLMI'04 in
Martigny
- Mark Barnard, Jean-Marc Odobez, "Robust Playfield Segmentation
using MAP Adaptation" ,poster presentation at MLMI'04 in
Martigny
- J.E. Vila Forcen,
- Pedro Quelhas, Jean-Marc Odobez, "Fusion of Structural and
Color Local Descriptors for Enhanced Object Recognition", poster
presentation at MLMI'04 in Martigny
- Kevin Smith, Daniel Gatica-Perez, "A Distributed Sampling
Method for Multi-Object Tracking", poster presentation at MLMI'04 in
Martigny Switzerland, June 2004
- Petr Doubek, Luc Van Gool, "Viewpoint Selection in
Multi-Camera Setup", poster presentation at MLMI'04 in Martigny
- Mihai Osian, Tinne Tuytelaars, Luc Van Gool, Fitting super-ellipses
to incomplete contours", poster presentation at MLMI'04 in Martigny
- Sileye O. Ba, Jean-Marc Odobez, "Joint Head Tracking and Pose
Estimation with Multiple Cues and Model Adaptation", poster
presentation at MLMI'04 in Martigny Switzerland, June 2004
- Sylvain Calinon, Aude Billard, "Gesture Recognition and
Reproduction for a Humanoid Robot using Hidden Markov Models", poster
presentation at MLMI'04 in Martigny
- Vlad Popovici, Jean-Philippe Thiran, Yann Rodriguez, Sebastien
Marcel, "Assessing the performance of face detection and localization
algorithms", poster presentation at MLMI'04 in Martigny
- Florent Monay, Daniel Gatica-Perez, "PLSA-based Image
Auto-Annotation: Constraining the Latent Space", poster presentation
at MLMI'04 in Martigny
- David Leroux, "EPFL USB Camera", poster presentation at
MLMI'04 in Martigny
- Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet,
"Salient Decomposition of the Visual Content of Video Shot",
poster presentation at MLMI'04 in Martigny
- Vlad Popovici, Jean-Philippe Thiran, "Adaptive Dictionary for
Kernel Matching Pursuit", poster presentation at MLMI'04 in Martigny
- A Localization/Verification Scheme for Finding Text in Images and
Video Frames Based on Datong Chen, Jean-Marc Odobez, and Jean-Philippe
Thiran, "Contrast Independent Features and Machine Learning
Methods", IDIAP-RR 03-42, 2003
- S. Ikbal, H. Hermansky, and H. Bourlard, "Nonlinear Spectral
Transformations for Robust Speech Recognition", IDIAP-RR 03-36, 2003
- A.Vinciarelli, S.Bengio and H.Bunke, "Offline Recognition of
Unconstrained Handwritten Texts Using HMMs and Statistical Language
Models", IDIAP-RR 03-22, 2003.
- J-M. Odobez, D. Gatica-Perez, and M. Guillemot, "On Spectral
Methods and the Structuring of Home Videos", IDIAP-RR 02-55, 2002.
- Sébastien Marcel, "Evaluation Protocols and Comparative
Results for the Triesch Hand Posture Database", IDIAP-RR 02-50, 2002
- Sébastien Marcel, "Gestures for Multi-Modal Interfaces: A
Review", IDIAP-RR 02-34, 2002.
- Vinciarelli, A. and Bengio, S., "Transforming the feature
vectors to improve HMM based cursive word recognition systems",
IDIAP-RR 02-32, 2002.
- Frederic Kottelat and Jean-Marc Odobez, "Audio- Video Person
Clustering In Video Databases", IDIAP-RR 03-46, 2003
- "Daniel Gatica-Perez, Alexander Loui, and Ming-Ting Sun,
""Finding Structure in Consumer Videos by Probabilistic
- Hierarchical Clustering'', IDIAP-RR 02-22, 2002, submitted to IEEE
Trans. on Circuits and Systems for Video Technology"
IM2.SA, IM2.ACP
- S. Marcel, P. Jost, P. Vandergheynst and J. Thiran, "Face
Authentication using Client-specific Matching Pursuit", IDIAP-RR
04-78, December 2004
- Y. Rodriguez, F. Cardinaux,
- Conrad Sanderson and Samy Bengio, "Statistical Transformation
Techniques for Face Verification Using Faces Rotated in Depth",
IDIAP-RR 04-04, 2004
- S. Marcel, "Face Verification using LDA and MLP on the BANCA
database", IDIAP-RR 03-66, 2003
- Tamas Varga, Horst Bunke, "Training of Handwriting Recognition
Systems Using Synthetic Data", poster presentation at MLMI'04 in
Martigny
- Andreas Schlapbach, Horst Bunke, "Using HMM Based Recognizers
for Writer Identification and Verification", poster presentation at
MLMI'04 in Martigny
- Michel Neuhaus, Horst Bunke, "A Probabilistic Model for
Learning the Edit Operation Costs in Graph Matching", poster
presentation at MLMI'04 in Martigny Switzerland, June 2004
- Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz,
"Estimating the Quality of Face Localization for Face
Verification", poster presentation at MLMI'04 in Martigny
- C. Sanderson, "Face Processing & Frontal Face
Verification", IDIAP Research Report 03-20,
IM2.SP
- S. Bengio and H. Bourlard, Multi Channel Sequence Processing,
IDIAP-RR 05-04, 2005.
- Iain McCowan, Maganti Hari Krishna, Daniel Gatica-Perez, Darren
Moore, and Sileye Ba, Speech Acquisition in Meetings with an Audio-Visual
Sensor Array, IDIAP-RR 05-03, 2005.
- T. Kaufmann. Ein HPSG-System zur Anwendung in der Spracherkennung.
Zwischenbericht zum Nationalfonds-Projekt 105211-104078/1:Rule-Based
Language Model for Speech Recognition. Institut TIK, ETH Zürich, Januar
2005.
- B. Pfister und R. Beutler. Improving Speech Recognition thru
Linguistics. Jahresbericht
2004 für das Projekt COST 278. Institut
TIK, ETH Zürich, Januar 2005.
- Guillaume Lathoud, Mathew Magimai.-Doss, Bertrand Mesot, and Hervé
Bourlard, Unsupervised Spectral Substraction for Noise-Robust ASR,
IDIAP-RR 05-42,
- D. Vandromme, Harmonic Plus Noise Model for Concatenative Speech
Synthesis, IDIAP-RR 05-37, 2005.
- S. Ikbal, Nonlinear Feature Transformations for Noise Robust Speech
Recognition, IDIAP-RR 04-70, 2004.
- Mathew Magimai.-Doss, John Dines, Hervé Bourlard, and Hynek
Hermansky, Phoneme vs Grapheme Based Automatic Speech Recognition,
IDIAP-RR 04-48, 2004.
- Vivek Tyagi, Hervé Bourlard, and Christian Wellekens, On
Variable-Scale Piecewise Stationary Spectral Analysis of Speech Signals
for ASR, IDIAP-RR 05-09, 2005.
- S. Ikbal, H. Misra, H. Bourlard, and H. Hermansky, "Phase
AutoCorrelation (PAC) Features for Noise Robust ASR", IDIAP-RR 04-40
- Petr Fousek, Petr Svojanovsky, Frantisek Grezl, and Hynek
Hermansky, "New Nonsense Syllables Database -- Analyses and
Preliminary ASR Experiments", IDIAP-RR 04-29, 2004
- Mathew Magimai.-Doss and Hervé Bourlard, "On the Adequacy of
Baseform Pronunciations and Pronunciation Variants", IDIAP-RR 04-27,
2004
- Jithendra Vepa and Simon King, "Subjective Evaluation of Join
Cost Functions Used in Unit Selection Speech Synthesis", IDIAP-RR
04-26, 2004
- Mohamed F. BenZeghiba and Hervé Bourlard, "Posteriori
Probabilities and Likelihoods Combination for Speech and Speaker
Recognition", IDIAP-RR 04-23, 2004
- Guillermo Aradilla, John Dines, and Sunil Sivadas, "Using
RASTA in task independent TANDEM feature extraction", IDIAP-RR 04-22,
2004
- Mathew Magimai.-Doss, Todd A. Stephenson, Shajith Ikbal, and Hervé
Bourlard, "Modelling Auxiliary Features in Tandem Systems",
IDIAP-RR 04-21, 2004
- Johnny Mariéthoz and Samy Bengio, "A New Speech Recognition
Baseline System for Numbers 95 Version 1.3 Based on Torch", IDIAP-RR
04-16, 2004
- Guillaume Lathoud and Iain A. McCowan, "A Sector-Based
Approach for Localization of Multiple Speakers with Microphone
Arrays", IDIAP-RR 04-15, 2004
- Guillaume Lathoud, Iain A. McCowan, and Jean-Marc Odobez,
"Short-Term Spatio-Temporal Clustering of Sporadic and Concurrent
Events", IDIAP-RR 04-14, 2004
- Hynek Hermansky and Hervé Bourlard, "Some Emerging Concepts in
Speech Recognition.", IDIAP-RR 03-82, 2003
- Hynek Hermansky and Nelson Morgan, "Show What You Know:
Musings on the Reporting of Negative Results in Speech Recognition
Research", IDIAP-RR 03-81, 2003
- Katrin Weber, "HMM Mixtures (HMM2) for Robust Speech
Recognition", IDIAP-RR 03-34, 2003
- Vivek Tyagi and Herve Bourlard, "On Multi-scale Fourier
Transform Analysis of Speech Signals", IDIAP-RR 03-33, 2003
- Todd Andrew Stephenson, "Speech Recognition with Auxiliary
Information", IDIAP-RR 03-28, 2003
- F. de Wet, K. Weber, L. Boves, B. Cranen, S. Bengio, and H.
Bourlard, "Evaluation of formant-like features for automatic speech
recognition", IDIAP-RR 03-08, 2003
- Ait-Hassou Aissa, "HMM inference towards flexible speech
recognition", IDIAP-Com 03-03, 2003
- R. Dhillon,
- H. Hermansky and N. Morgan, "Show what you know: musings on
the reporting of negative results in speech recognition research ",
Journal of Negative Results in Speech and Audio Sciences 2004 Issue
- U. Glavitsch, "Speaker Normalization With Respect to Fo: a
Perceptual Approac", IM2.SP Project Report. TIK/ETH Zurich, December 2003
- B. Pfister und R. Beutler, "Improving Speech Recognition thru
Linguistics", Jahresbericht 2003 für das Projekt COST 278, Institut
TIK, ETH Zürich, Januar 2004
- P. Frei, "Untersuchung der Aussprache englischer Einschlüsse
in spanischen Texten", Technischer Bericht Nr. 1 zum KTI-Projekt Nr.
6233.1 SUS-ET. Institut
TIK, ETH Zürich, April 2004
- H. Romsdorfer, "An Approach to an Improved Segmentation of
Speech Signals for the Training of Statistical Prosody Models",
Technischer Bericht Nr. 2 zum KTI-Projekt Nr. 6233.1 SUS-ET, Institut TIK,
ETH Zürich, May 2004
- René Beutler, Tobias Kaufmann, Beat Pfister, "Can grammars
improve speech recognition accuracy?", poster presentation at MLMI'04
in Martigny
- Viktoria Maier, Hynek Hermansky, "Perception of Synthetic
Consonant-Vowel Stimuli", poster presentation at MLMI'04 in Martigny
- Guillermo Aradilla, John Dines, Sunil Sivadas, "Using RASTA in
task independent TANDEM feature extraction", poster presentation at
MLMI'04 in Martigny
- Petr Fousek, Petr Svojanovsky, Frantisek Grezl, Hynek Hermansky,
"LDC Nonsense Syllables Corpus - Analyses and First Recognition
Experiments", poster presentation at MLMI'04 in Martigny Switzerland,
June 2004
- Michael McGreevy, "Pseudo-syntactic Language Modeling for
Disfluent Speech", poster presentation at MLMI'04 in Martigny
- Mathew Magimai Doss, Auxiliary Sources of Knowledge for Automatic
Speech Recognition", poster presentation at MLMI'04 in Martigny
- Shajith Ikbal, Hemant Misra, Mathew Magimai.-Doss, Hervé Bourlard,
Hynek Hermansky, "Noise Robust Speech Recognition: PAC and STAP
features", poster presentation at MLMI'04 in Martigny
- Marios Athineos, Hynek Hermansky, Dan Ellis, "Autoregressive
modeling of spectro-temporal patterns", poster presentation at
MLMI'04 in Martigny
- H. Misra, S. Sivadas, S. Ikbal, H. Bourlard, H. Hermansky,
"Multi-Resolution Spectral Entropy Feature for Robust ASR",
poster presentation at MLMI'04 in Martigny Switzerland, June 2004
- Jaume Escofet Carmona and Todd A. Stephenson, "Automatic
Speech Recognition using Dynamic Bayesian Networks with the Energy as an
Auxiliary Variable", IDIAP-RR 03-18, 2003
- Mathew Magimai.-Doss, Todd A. Stephenson, Hervé Bourlard, and Samy
Bengio, "Phoneme-Grapheme Based Speech Recognition System",
IDIAP-RR 03-37, 2003.
- Todd A. Stephenson,"Conditional Gaussian Mixtures", IDIAP-RR 03-11, 2003.
- B. Pfister, H. Romsdorfer und K. Boesefeldt Hess, "Analyse
englischer Einschlüsse in deutschem Text", Oktober 2002
- B. Pfister, E. Wehrli et al., "Lexical and Syntactic Analysis
of Mixed-Lingual Sentences for Text-to-Speech", Final Report of SNSF
Project No 21-59396.99. TIK/ETHZ, November 2002
- B. Pfister und R. Beutler, "Improving Speech Recognition thru
Linguistics", Jahresbericht 2002 für das Projekt COST 278, TIK/ETHZ,
Januar 2003
- H. Romsdorfer, "Mixed-lingual Morpho-Syntactic Analysis of the
SVOX Text-to-Speech System", March 2003
- Christos Dimitrakakis and Samy Bengio, "Boosting HMMs with an
application to speech recognition", 2003.
- D.
- Mathew Magimai.-Doss, Todd A. Stephenson, and Hervé Bourlard,
"Modelling auxiliary information (pitch frequency) in hybrid HMM/ANN
based ASR systems", IDIAP-RR 02-62, 2002
- Astrid Hagen and Andrew C. Morris, "Recent advances in the
multi-stream HMM/ANN hybrid approach to noise robust ASR", IDIAP-RR
02-57, 2002.
- Lapidot,
- Lapidot,
- Hemant Misra, Hervé Bourlard, and Vivek Tyagi, "Entropy-Based
Multi-Stream Combination", IDIAP-RR 02-31, 2002
- Andrew C. Morris, "Noise PDF transformation in secondary
feature processing", IDIAP-RR 02-29, 2002
- McCowan and H. Bourlard, "Generalised Microphone Array
Post-filter based on Noise Field Coherence'', IDIAP-RR 01-40, submitted to IEEE Trans.
on Signal Processing
- J. Ajmera, H. Bourlard, and I. Lapidot, Improved Unknown-Multiple
Speaker clustering using HMM'', IDIAP-RR 02-23, 2002,
- F. de Wet, K. Weber, L. Boves, B. Cranen, S. Bengio, and H.
Bourlard, "Evaluation of formant-like features for automatic speech
recognition,'' submitted to Journal of the Acoustical Society of America
(JASA)}, 2002
IM2.SP, IM2.SA
- Guillaume Lathoud, Jean-Marc Odobez, Daniel Gatica-Perez,
"AV16.3: An Audio-Visual Corpus for Speaker Localization and
Tracking", poster presentation at MLMI'04 in Martigny
- Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan, Guillaume
Lathoud, "Modeling Multimodal Group Actions with Layered
Approaches", poster presentation at MLMI'04 in Martigny Switzerland,
June 2004
Last modified 2008-07-14 16:26
