Publications



  • Integrating innovative audio/video analysis in real-world surveillance platforms: VANAHEIM legacy publication,
    C. Carincotte, A. Forchino, J.-M. Odobez, F. Bremond, F. Sabourin, B. Ravera, A. Grifoni, K. Grammer, 2014.


Feb. 2013 – Sept. 2013 (Year #4)

  • Hierarchical Representation of Videos with Spatio-Temporal Fibers,
    R. Kumar, M. Thonnat, G. Charpiat, in IEEE Winter Conference on Applications of Computer Vision, Colorado USA, 2014.
  • Towards Reliable Real-Time Person Detection,
    S.-T. Serban, S. M. Simha, V. Bathrinarayanan, E. Corvee, F. Bremond, in Int. Joint Conf.on Computer Vision, Imaging and Computer Graphics Theory and Applications,, Jan. 2014.
  • Towards Unsupervised Sudden Group Movement Discovery for Video Surveillance,
    S. Zaidenberg, P. Bilinski and F. Brémond, in Int. Joint Conf.on Computer Vision, Imaging and Computer Graphics Theory and Applications,, Jan. 2014.
  • Automatic Parameter Adaptation for Multi-Object Tracking,
    D.P. Chau, M. Thonnat and F. Bremond, in Int. Conf. on Computer Vision Systems (ICVS), July 2013.
  • Time-sensitive Topic Models for Action Recognition in Videos,
    R. Tavenard, R. Emonet and J.-M. Odobez, in Int. Conf. Image Processing (ICIP), Sept. 2013.
  • Localized Anomaly Detection via Hierarchical Integrated Activity Discovery,
    R. Tavenard, R. Emonet and J.-M. Odobez, in IEEE Int. Conf. on Advanced Video and Signal-Based Processing (AVSS), Aug. 2013.
  • One-Class SVM without bias,
    S. Lecomte, C. Richard, R. Lengellé, F. Capman, B. Ravera, in Colloque GRETSI, Brest, Sept. 2013. (in french))
  • Group Tracking and Behavior Recognition in Long Video Surveillance Sequences,
    C. Garate, S. Zaidenberg, J. Badie and F. Bremond, in Int. Joint Conf.on Computer Vision, Imaging and Computer Graphics Theory and Applications,, Jan. 2014.


Feb. 2012 – Jan. 2013 (Year #3)

  • Temporal Analysis of Motif Mixtures using Dirichlet Processes,
    R. Emonet, J. Varadarajan and J.-M. Odobez, in IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013.
  • A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs,
    J. Varadarajan, R. Emonet and J.-M. Odobez, in International Journal of Computer Vision, Vol.103, N.1, May 2013.
  • Sparsity in Topic Models,
    J. Varadarajan, R. Emonet and J.-M. Odobez, in Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond, MIT Press, 2012.
  • Parameter Estimation and Contextual Adaptation for a Multi-Object Tracking CRF Model,
    A. Heili and J.-M. Odobez, in IEEE Workshop on Performance Evaluation of Tracking and Surveillance (PETS) 2013.
  • Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules,
    J. Varadarajan, R. Emonet and J.-M. Odobez, in IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2012.
  • We are not contortionists: coupled adaptive learning for head and body orientation estimation in surveillance video,
    C. Chen and J.-M. Odobez, Oral presentation at IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2012.
  • A Generic Framework for Video Understanding Applied to Group Behavior Recognition,
    S. Zaidenberg, B. Boulay and F. Bremond, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, AVSS, 2012.
  • Counting people in the crowd using a generic head detector,
    V. Bala Subburaman, A. Descamps and C. Carincotte, in IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance, PETS, 2012.
  • Unsupervised Activity Analysis and Monitoring Algorithms for E ective Surveillance Systems,
    J.-M. Odobez, C. Carincotte, R. Emonet, E. Jouneau, S. Zaidenberg, B. Ravera, F. Bremond, A. Grifoni, in European Conference on Computer Vision, 2012.
  • Unsupervised Methods for Activity Analysis and Detection of Abnormal Events,
    R. Emonet and J.M. Odobez, in Intelligent Video Surveillance Systems, Wiley publisher 2012.
  • Outils d'analyse vidéo : Pour une pleine exploitation des données de vidéoprotection,
    R. Emonet and J.M. Odobez, in Hermes Science Publications 2012.
  • Learning to Match Appearances by Correlations in a Covariance Metric Space,
    S. Bak, G. Charpiat, E. Corvee, F. Bremond and M. Thonnat, in ECCV, 2012.
  • Multi-target tracking by discriminative analysis on Riemannian manifold,
    S. Bak, D.P. Chau, J. Badie, E. Corvee, F. Bremond and M. Thonnat, in ICIP 2012.
  • Online learning of activities from video,
    L. Patino, F. Bremond and M. Thonnat, in AVSS 2012.
  • Automatic Parameter Adaptation for Multi-Object Tracking,
    D. P. Chau, M.Thonnat and F. Bremond, in ICVS 2013.


Feb. 2011 - Jan. 2012 (Year #2)

  • A Joint Estimation of Head and Body Orientation Cues in Surveillance Video,
    C. Chen, A. Heili, and J.-M. Odobez, in IEEE Int. Workshop on Socially Intelligent Surveillance and Monitoring, ICCV, 2011.
  • Group interaction and group tracking for video-surveillance in underground railway stations,
    S. Zaidenberg, B. Boulay, C. Garate, D.P. Chau, E. Corvee and F. Bremond, in Int. Workshop on Behaviour Analysis, ICVS, 2011.
  • Detection-Based Multi-Human Tracking Using a CRF Model,
    A. Heili, C. Chen, and J.-M. Odobez, in IEEE Int. Workshop on Visual Surveillance, ICCV, 2011.
  • Fast Human Detection from Joint Appearance and Foreground Feature Subset Covariances,
    J. Yao and J.-M. Odobez, in Computer Vision and Image Understanding, vol. 115(10), p. 1414-1426, October 2011.
  • Person Detection for Indoor Videosurveillance using Spatio-Temporal Integral Features,
    A. Descamps, C. Carincotte, and B. Gosselin, in Interactive Human Behavior Analysis in Open or Public Spaces Workshop (interhub), 2011.
  • Social Cues as Triggers for Visual Attention,
    U. Stepanek, K. Grammer, and E. Oberzaucher, in Summer Institute of International Society for Human Ethology (ISHE), 2011. poster
  • Eye Gaze Behavior as a Measure for Social Attention,
    K. Smole, K. Grammer, and E. Oberzaucher, in Summer Institute of International Society for Human Ethology (ISHE), 2011. poster
  • Particle-Based Tracking Model for Automatic Anomaly Detection,
    E. Jouneau and C. Carincotte, in International Conference on Image Processing, Brussels, September 2011.
  • Combined Estimation of Location and Body Pose in Surveillance Video,
    C. Chen, A. Heili and J.-M. Odobez, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, 2011.
  • Abnormal events detection using unsupervised One-Class SVM - Application to audio surveillance and evaluation -,
    S. Lecomte, R. lengellé, C. Richard, F. Capman and B. Ravera, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, 2011.
  • Mono versus Multi-view tracking-based model for automatic scene activity modeling and anomaly detection,
    E. Jouneau and C. Carincotte, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, 2011.
  • Multiple-shot Human Re-Identification by Mean Riemannian Covariance Grid,
    S. Bak, E. Corvee, F. Bremond and M. Thonnat, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, 2011.
  • Multi-camera Open Space Human Activity Discovery for Anomaly Detection,
    R. Emonet, J. Varadarajan, and J.-M. Odobez, in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance, 2011.
  • Etude probabiliste des machines à vecteurs de support 1-classe pour la detection non supervisée d’evénements sonores anormaux,
    S. Lecomte, C. Richard, R. lengellé F. capman et B. Ravera, in Colloque GRETSI, Bordeaux 2011 (in french)).


Feb. 2010 - Jan. 2011 (Year #1)

  • Extracting and Locating Temporal Motifs in Video Scenes Using a Hierarchical Non Parametric Bayesian Model,
    R. Emonet, J. Varadarajan, and J.-M. Odobez, in Computer Vision and Pattern Recognition, Colorado Springs, June 2011.
  • One class support vector machines for audio abnormal events detection,
    S. Lecomte, R. lengellé, C. Richard and F. Capman, in Statistical Signal Processing SSP IEEE workshop, Nice, France, May 2011.
  • Robust mobile object tracking based on multiple feature similarity and trajectory filtering,
    D.P. Chau, F. Bremond, M. Thonnat and E. Corvee., in Int. Conf. on Computer Vision Theory and Applications, Algarve, Portugal, March, 2011.
  • A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining,
    J. Varadarajan, R. Emonet, and J.-M. Odobez, in NIPS-2010 Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions, Vancouver, Canada, December 2010.
  • Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes,
    J. Varadarajan, R. Emonet and J.-M. Odobez, in British Machine and Vision Conference, Aberystwyth, United Kingdom, September 2010.