The list is currently incomplete before 2007.
PhD thesis
Estimation, détection et segmentation du mouvement:
une approche robuste et
markovienne
Jean-Marc Odobez,
PhD Thesis (in french), No 1304, University of Rennes, December 1994.
Year 2010
- Journal publications
- Conference publications
Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues
S. Ba and J.-M. Odobez,
IEEE Trans. on Pattern Analysis and Machine Intelligence,
accepted for publication, november 2009.
Viw-Based Appearance Model Online Learning for 3D Deformable Face Tracking
Stéphanie Lefèvre and Jean-Marc Odobez,
in Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP), Angers, May 2010.
Year 2009
- Journal publications
- Conference publications
Contextual classification of image patches with latent aspect models
F. Monay and P. Quelhas and and J.-M. Odobez and D. Gatica-Perez,
EURASIP Journal on Image and Video Processing, 20 pages, 2009.
Recognizing Visual Focus of Attention from Head Pose in Natural Meetings
S. Ba and J.-M. Odobez,
IEEE Trans. on System, Man and Cybernetics: part B, Man,
Vol. 39. No. 1. pp. 16-34, Feb 2009.
Topic Models for Scene Analysis and Abnormality Detection
J. Varadarajan and J.M. Odobez,
in Proc. ICCV Visual Surveillance workshop (ICCV-VS), Kyoto, Ocotber 2009.
Dynamic Partitioned Sampling For Tracking With Discriminative Features
S. Duffner, J.M. Odobez and E. Ricci,
in British Machine Vision Conference, London, September 2009.
Visual Activity Context For Focus of Attention Estimation in Dynamic Meetings
S. Ba, H. Hung and J.M Odobez,
in IEEE Proc. Int. Conf. on Multimedia and Expo (ICME), New-York, June 2009.
Learning Large Margin Likelihood for Realtime Head Pose Tracking
E. Ricci and J.M Odobez,
in IEEE Int. Conference on Image Processing (ICIP), Cairo, Nov. 2009.
Investigating the use of Visual Focus of Attention for Audio-Visual Speaker Diarisation
G. Garau, S. Ba, J.M. Odobez and H. Bourlard,
in ACM Multimedia (ACM MM) conference, Bejing, October 2009.
Structure and appearance features for robust 3D facial actions tracking
Stéphanie Lefèvre and Jean-Marc Odobez,
in IEEE Proc. Int. Conf. on Multimedia and Expo (ICME), New-York, June 2009.
Year 2008
- Journal publications
- Conference publications
Tracking the Visual Focus of Attention for a Varying Number of
Wandering People
K. Smith, S. Ba, J.-M. Odobez and D. Gatica-Perez,
IEEE Trans. on Pattern Analysis and Machine Intelligence,
Vol. 30. No. 7. pp. 1212-1229, July 2008.
Multi-Camera Multi-Person 3D Space Tracking with MCMC in Surveillance Scenarios
Jian Yao and Jean-Marc Odobez,
in European Conference on Computer Vision, workshop on Multi Camera and Multi-modal
Sensor Fusion Algorithms and Applications (ECCV-M2SFA2), Marseille, Oct. 2008.
Fast Human Detection from Videos Using Covariance Features
Jian Yao and Jean-Marc Odobez,
in 8th European Conference on Computer Vision Visual Surveillance workshop (ECCV-VS), Marseille, Oct. 2008.
Investigating Automatic Dominance Estimation in Groups from Visual Attention and Speaking Activity
H. Hung, D. Jayagopi, S. Ba, J.-M. Odobez, and D. Gatica-Perez,
in Proc. Int. Conf. on Multimodal Interfaces (ICMI), Chania, Oct. 2008.
Predicting Two Facets of Social Verticality in Meetings from Five-minute Time Slices and Nonverbal Cues
D. Jayagopi, S. Ba, J.-M. Odobez, and D. Gatica-Perez,
in Proc. Int. Conf. on Multimodal Interfaces (ICMI), Special Session on Social Signal Processing, Chania, Oct. 2008.
Understanding Metro Station Usage using Closed Circuit Television Cameras Analysis
C. Carincotte, X. Naturel, M. Hick, J-M. Odobez, J. Yao, A. Bastide and B. Corbucci,
in 11th International IEEE Conference on Intelligent Transportation Systems (ITSC), Bejing, 2008.
Multi-Camera 3D Person tracking with Particle Filter in a Surveillance Environment
Jian Yao and Jean-Marc Odobez,
in 16th European Signal processing Conference (EUSIPCO), Lausanne, August 2008.
Detecting Queues at Vending Machines: a Statistical Layered Approach
Xavier Naturel and Jean-Marc Odobez,
in IEEE Proc. Int. Conf. on Pattern Recognition (ICPR), Tampa, December 2008.
Visual Focus of Attention Estimation from Head Pose Posterior Probability Distributions
Sileye Ba and Jean-Marc Odobez,
in IEEE Proc. Int. Conf. on Multimedia and Expo (ICME), Hannover, June 2008.
Multi-party Focus of Attention Recognition in Meetings
from Head Pose and Multimodal Contextual Cues
Sileye Ba and Jean-Marc Odobez,
in IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, March 2008.
Year 2007
- Journal publications
- Conference publications
A Thousand Words in a Scene
P. Quelhas, F. Monay, J.-M. Odobez, D. Gatica-Perez and T. Tuytelaars,
IEEE Trans. on Pattern Analysis and Machine Intelligence,
Vol. 29. No. 9. pp. 1575-1590, Sept. 2007.
Short-Term Spatio-Temporal Clustering Applied to
Multiple Moving Speakers
G. Lathoud and J-M. Odobez,
IEEE Trans. on Audio, Speech, and Language Processing,
Vol. 15. No. 5. pp. 1696-1710, July. 2007.
Audio-visual probabilistic tracking of multiple speakers in meetings
D. Gatica, G. Lathoud, J-M. Odobez and I. McCowan,
IEEE Trans. on Audio, Speech, and Language Processing,
Vol. 15. No. 2. pp. 601-616, Feb. 2007.
Using Audio and Video Features to Classify the Most Dominant Person
in a Group Meeting
H. Hung, D. Jayagopi, C. Yeo, G. Friedland,
S. Ba, J.M. Odobez, K. Ramchandran, N. Mirghafori and D. Gatica-Perez,
in Proc. ACM Multi Media, Augsburg, Germany, September 2007.
A Cognitive and Unsupervised MAP Adaptation approach to the Recognition of the Focus of Attention from Head Pose
J.-M. Odobez and S.O. Ba,
in Proc. Int. Conf. on Multimedia and Expo (ICME), Bejing, July 2007.
Multi-Layer Background Subtraction Based on Color and Texture.
Jian Yao and Jean-Marc Odobez,
in Proc. CVPR Visual Surveillance workshop (CVPR-VS), Minneapolis, June 2007.
Multi-level local descriptor quantization for Bag-of-Visterms image representation
Pedro Quelhas and Jean-Marc Odobez,
in Proc. ACM Conference on Image and Video Retrieval (ACM_CIVR), Amsterdam, July 2007.
Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups
Sileye Ba and Jean-Marc Odobez,
in Proc. Classification of Events, Activity and Relationships Evaluation Workshop
(CLEAR'07), Baltimore, May 2007.
Year 2006
- Journal publications
- Conference publications
Embedding Motion in Model-Based Stochastic Tracking
J-M. Odobez, D. Gatica Perez and S.O. Ba,
IEEE Trans. on Image Processing, Vol. 15, No. 11, pp. 3515-3531, Nov. 2006.
Application of Information Retrieval Technologies to Presentation Slides
Alessandro Vinciarelli and Jean-Marc Odobez,
IEEE Transactions on Multimedia, Vol. 8, No. 5, pp. 981-995, Oct. 2006
Tracking the Multi-Person Wandering Visual Focus of Attention
K. Smith, S. Ba, D. Gatica-Perez, and J.-M. Odobez,
in Proc. Int. Conf. on Multimodal Interfaces (ICMI), Banff, Nov. 2006.
Integrating Co-Occurrence and Spatial Contexts on Patch-Based Scene Segmentation
F. Monay, P. Quelhas, J.-M. Odobez, and D. Gatica-Perez,
in Proc. IEEE Conf. on Computer Vision and Pattern Recognition, Workshop on Beyond Patches (CVPR-BP), New York, Jun. 2006.
Head pose tracking and focus of attention recognition algorithms in
meeting rooms.
S. Ba and J-M. Odobez,
in Proc. Workshop on Classification of Events, Activities and
Relationships (CLEAR'06), Southampton, April 2006.
Toward generic intelligent knowledge extraction from video and audio: the Eu-funded CARETAKER project
C. Carincotte, X. Desurmont, B. Ravera, F. Bremond, J. Orwell, S. Velastin,
J.M. Odobez, B. Corbucci, J. Palo and J. Cernocky,
in Imaging for Crime Detection and Prevention (ICDP 2006), London, June 2006.
Year 2005
- Journal publications
- Conference publications
Video Text Recognition using Sequential Monte Carlo and Error Voting Methods
D. Chen and J.-M. Odobez,
in Pattern Recognition Letters, Vol. 26, pp 1386-1403, 2005.
Using Particles to Track Varying Numbers of Interacting People
K. Smith, D. Gatica-Perez, and J.-M. Odobez,
in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), San Diego, Jun. 2005.
Evaluating Multi-Object Tracking
K. Smith, D. Gatica-Perez, J.-M. Odobez, and S. Ba,
in Proc. IEEE Conf. on Computer Vision and Pattern Recognition, Workshop on Empirical Evaluation Methods in Computer Vision (CVPR-EEMCV), San Diego, Jun. 2005.
Modeling Scenes with Local Descriptors and Latent Aspects
P. Quelhas, F. Monay, J.-M. Odobez, D. Gatica-Perez, T. Tuytelaars, and L. Van Gool,
in Proc. IEEE Int. Conf. on Computer Vision (ICCV), Beijing, Oct. 2005.
OCR Based Slide Retrieval
Nabil Daddaoua, Alessandro Vinciarelli and Jean-Marc Odobez,
Proc. of Int. Conf. on Document Analysis and Recognition (ICDAR), pp. 945-949, Seoul, 2005.
A Rao-Blackwellized Mixed State Particle Filter
for Head Pose Tracking in Meetings
S. Ba and Jean-Marc Odobez,
Proc. of ACM-Int. Conference on Multimodal Interface, Workshop on
Multimodal Multiparty Meeting Processing (ICMI-MMMP), pp 9-17,
Trento, Oct. 2005.
Sports Event Recognition Using Layered HMMS
M. Barnard and J.-M. OdobezS,
Proc. of IEEE Int. Conference on Multimedia and Expo (IEEE-ICME), pp 1150-1153, 2005.
Year 2004
- Journal publications
- Conference publications
Text Detection and Recognition in Images and Videos
D. Chen, J-M. Odobez and H. Bourlard,
Pattern Recognition, Vol. 37, pp 595-608, 2004.
A Localization/Verification Scheme for Finding Text in Images and Video
Frames Based on Contrast Independent Features and Machine Learning
Methods
D. Chen, J-M. Odobez and J.P. Thiran,
Signal Processing: Image Communication, Vol. 19, pp 205-217, 2004.
A probabilistic framework for joint head tracking and pose
estimation,
S. Ba and J.-M. Odobez,
in 17th Int. Conf. Pattern Recognition (ICPR), volume~4, Cambridge, UK, August 2004.
Unsupervised Location-Based Segmentation of Multi-Party Speech
G. Lathoud, I. McCowan, and J.-M. Odobez,
in Proceedings of the 2004 ICASSP-NIST Meeting Recognition Workshop, May 2004.
AV16.3: an Audio-Visual Corpus for Speaker Localization and Tracking
G. Lathoud, J.-M. Odobez, and D. Gatica-Perez
in Proc. Workshop on Machine Learning for Multimodal Interaction (MLMI), Martigny, Jun. 2004.
Year 2003
- Journal publications
- Conference publications
An Implicit Motion Likelihood for Tracking with Particle Filters,
J-M. Odobez, S. Ba, and D. Gatica-Perez,
British Machine Vision Conference (BMVC), Norwich, 2003.
Video Shot Clustering using Spectral Methods,
J-M. Odobez, D. Gatica-Perez and M. Guillemot,
3rd Workshop on Content-Based Multimedia Indexing (CBMI), Rennes, France, Sept. 2003.
Year 2001 and before
- Journal publications
- Conference publications
Robust multiresolution estimation of parametric motion model
J-M. Odobez and P. Bouthemy,
Journal of Visual Communication and Image Representation,
Vol. 6, Number 4 pp 348-365, December 1995.
Direct incremental model-based image motion segmentation analysis for video analysis
J-M. Odobez and P. Bouthemy,
Signal Processing, Vol. 66, pp 143-155, 1998.