Online video behaviour abnormality detection using reliability measure

BMVC 2005 - Proceedings of the British Machine Vision Conference 2005

Volumn , Issue , 2005, Pages

  Xiang, Tao ^a   Gong, Shaogang ^a  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; RELIABILITY;

ABNORMALITY DETECTION; BEHAVIOUR RECOGNITION; LEARNING MODELS; ONLINE BEHAVIOURS; ONLINE VIDEO; RELIABILITY MEASURE; RUNTIMES; VISUAL EVIDENCE;

BEHAVIORAL RESEARCH;

EID: 84898462618     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.19.66     Document Type: Conference Paper

References (14)

1. A. Dempster, N. Laird, and D. Rubin. Maximum-likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society B, 39: 1-38, 1977.
2. J. Dy, C. Brodley, A. Kak, L. Broderick, and A. Aisen. Unsupervised feature selection applied to content-based retrival of lung images. PAMI, pages 373-378, 2003.
3. S. Gong and T. Xiang. Recognition of group activities using dynamic probabilistic networks. In ICCV, pages 742-749, 2003.
4. M. Law, M.A.T. Figueiredo, and A.K. Jain. Simultaneous feature selection and clustering using mixture model. PAMI, 26(9): 1154-1166, 2004.
5. L.R. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2): 257-286, 1989.
6. N. Oliver, B. Rosario, and A. Pentland. A bayesian computer vision system for modelling human interactions. PAMI, 22(8): 831-843, August 2000.
7. G. Schwarz. Estimating the dimension of a model. Annals of Statistics, 6: 461-464, 1978.
8. J. Shi and J. Malik. Normalized cuts and image segmentation. PAMI, 22(8): 888-905, 2000.
9. Y. Weiss. Segmentation using eigenvectors: a unifying view. In ICCV, pages 975-982, 1999.
10. T. Xiang and S. Gong. Activity based video content trajectory representation and segmentation. In BMVC, pages 177-186, 2004.
11. T. Xiang, S. Gong, and D. Parkinson. Autonomous visual events detection and classification without explicit object-centred segmentation and tracking. In BMVC, pages 233-242, 2002.
12. S. Yu and J. Shi. Multiclass spectral clustering. In ICCV, pages 313-319, 2003.
13. L. Zelnik-Manor and M. Irani. Event based video analysis. In CVPR, 2001.
14. H. Zhong, J. Shi, and M. Visontai. Detecting unusual activity in video. In CVPR, pages 819-826, 2004.