Observe locally, infer globally: A space-time MRF for detecting abnormal activities with incremental updates
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[1] Michael J. Black,et al. On the unification of line processes , 1996 .
[2] Christopher M. Bishop,et al. Mixtures of Probabilistic Principal Component Analyzers , 1999, Neural Computation.
[3] W. Eric L. Grimson,et al. Learning Patterns of Activity Using Real-Time Tracking , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[4] Anil K. Jain,et al. Unsupervised Learning of Finite Mixture Models , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[5] David J. Fleet,et al. Robust Online Appearance Models for Visual Tracking , 2003, IEEE Trans. Pattern Anal. Mach. Intell..
[6] Jianbo Shi,et al. Detecting unusual activity in video , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..
[7] Michael J. Black,et al. On the unification of line processes, outlier rejection, and robust statistics with applications in early vision , 1996, International Journal of Computer Vision.
[8] David C. Hogg,et al. Detecting inexplicable behaviour , 2004, BMVC.
[9] Graham Coleman,et al. Detection and explanation of anomalous activities: representing activities as bags of event n-grams , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[10] Michael Isard,et al. Estimating disparity and occlusions in stereo video sequences , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[11] Michal Irani,et al. Detecting Irregularities in Images and in Video , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[12] Larry S. Davis,et al. Multivalued Default Logic for Identity Maintenance in Visual Surveillance , 2006, ECCV.
[13] Tieniu Tan,et al. A system for learning statistical motion patterns , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[14] W. Eric L. Grimson,et al. Unsupervised Activity Perception by Hierarchical Bayesian Models , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[15] Ming-Hsuan Yang,et al. Incremental Learning for Robust Visual Tracking , 2008, International Journal of Computer Vision.
[16] Jia Chen,et al. Spatio-Temporal Markov Random Field for Video Denoising , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[17] Mubarak Shah,et al. Learning object motion patterns for anomaly detection and improved object detection , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[18] Shaogang Gong,et al. Incremental and adaptive abnormal behaviour detection , 2008, Comput. Vis. Image Underst..
[19] Shaogang Gong,et al. Global Behaviour Inference using Probabilistic Latent Semantic Analysis , 2008, BMVC.
[20] Ehud Rivlin,et al. Robust Real-Time Unusual Event Detection using Multiple Fixed-Location Monitors , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.