An expectation maximisation algorithm for behaviour analysis in video
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Lyudmila Mihaylova | Garik Markarian | Olga Isupova | François Septier | Danil Kuzin | F. Septier | L. Mihaylova | G. Markarian | Danil Kuzin | Olga Isupova
[1] Ata Kabán,et al. On an equivalence between PLSI and LDA , 2003, SIGIR.
[2] Shaogang Gong,et al. Video Behaviour Mining Using a Dynamic Topic Model , 2011, International Journal of Computer Vision.
[3] Jin Young Choi,et al. Two-stage online inference model for traffic pattern analysis and anomaly detection , 2014, Machine Vision and Applications.
[4] Thomas Hofmann,et al. Probabilistic latent semantic indexing , 1999, SIGIR '99.
[5] Wen-Hsien Fang,et al. Abnormal crowd behavior detection and localization using maximum sub-sequence search , 2013, ARTEMIS '13.
[6] Ramin Mehran,et al. Abnormal crowd behavior detection using social force model , 2009, CVPR.
[7] Nasser M. Nasrabadi,et al. Pattern Recognition and Machine Learning , 2006, Technometrics.
[8] Yue Lu,et al. Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA , 2011, Information Retrieval.
[9] Christopher M. Bishop,et al. Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .
[10] Hinrich Schütze,et al. Introduction to information retrieval , 2008 .
[11] Gerard Salton,et al. Research and Development in Information Retrieval , 1982, Lecture Notes in Computer Science.
[12] Thomas L. Griffiths,et al. The Author-Topic Model for Authors and Documents , 2004, UAI.
[13] Konstantin Vorontsov,et al. Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization , 2014, AIST.
[14] Jean-Marc Odobez,et al. Topic models for scene analysis and abnormality detection , 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.
[15] W. Eric L. Grimson,et al. Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[16] Kejun Wang,et al. Video-Based Abnormal Human Behavior Recognition—A Review , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[17] Mark Steyvers,et al. Finding scientific topics , 2004, Proceedings of the National Academy of Sciences of the United States of America.
[18] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[19] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[20] Matthew N. Dailey,et al. Incremental behavior modeling and suspicious activity detection , 2013, Pattern Recognit..
[21] Chun-Hui Wang,et al. Abnormal Event Detection Using HOSF , 2013, 2013 International Conference on IT Convergence and Security (ICITCS).
[22] Junsong Yuan,et al. Abnormal event detection in crowded scenes using sparse representation , 2013, Pattern Recognit..
[23] Jean-Marc Odobez,et al. A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining , 2010, NIPS 2010.