Trajectory series analysis based event rule induction for visual surveillance

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2007, Pages

  Zhang, ^a   Huang, Kaiqi ^a   Tan, Tieniu ^a   Wang, Liangsheng ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL GRAMMARS; CONFORMAL MAPPING; SET THEORY;

EVENT RECOGNITION; TRAJECTORY SERIES ANALYSIS; VISUAL SURVEILLANCES;

LOGIC PROGRAMMING;

EID: 34948835719     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2007.383076     Document Type: Conference Paper

References (20)

1. Tao Yang, Stan Z.Li, Quan Pan and Jing Li, "Real Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes", In Proc. Conf. CVPR vol.1 pp.970- 975 2005. 2
2. Zhang Zhang, Kaiqi Huang, Tieniu Tan, "Comparison of Similarity measures for Trajectory Clustering in Outdoor Surveillance Scenes", In Proc. intl Conf. Pattern Recognition pp.1135-1138 2006. 3
3. Weiming Hu, Dan Xie, and Tieniu Tan, "A hierarchical selforganizing approach for learning the patterns of motion trajectories, IEEE Transactions on Neural Networks, Vol.15, pp.135-144, 2004. 1
4. Chris Stauffer, Eric Grimson, "Learning Patterns of Activity Using Real-Time Tracking", IEEE TRANS.PAMI, 22(8):747-757, 2000. 1
5. Porikli F.M. Haga T., "Event Detection by Eigenvector Decomposition Using Object and Frame Features", in Proc. Conf. on CVPRW, vol 7, pp 114-121, 2004. 1, 2
6. S. Gong, T. Xiang, "Recognition of group activities using dynamic probabilistic networks" in Proc. Intl. Conf. on Computer Vision, vol.2, pp. 742-749, 2003. 2
7. Y.Shi, Y.Huang, D.Minnen, A.Bobick, and I.Essa, "Propagation Networks for Recognition of Partially Ordered Sequential Action", In Proc. Conf. CVPR vol 2, pp.862-869, 2004. 2
8. D.Minnen, I.Essa, T.Starner, "Expectation Grammars: Leveraging High-Level Expectations for Activity Recognition",/« Proc. Conf. CVPR, vol.2.pp.626-632 2003. 2
9. Y.A.Ivanov, A.F.Bobick, "Recognition of visual activities and interactions by stochastic parsing",IEEE TRANS.PAMI, vol.22.no8,pp.852-872, Aug 2000. 2, 3
10. Hannah Dee and David Hogg, "Detecting Inexplicable Behaviour", In Proc. British Machine Vision Conference 2004 (BMVC'04), 2004. 2
11. Seong-Wook Joo, Rama Chellappa, "Attribute GrammarBased Event Recognition and Anomaly Detection", in Proc. Conf. on CVPRW,pp.107-114, 2006. 2
12. M.S.Ryoo, J.K.Aggarwal, "Recognition of Composite Human Activities through Context-Free Grammar Based Representation" in Proc. Conf. on CVPR, pp.1709-1718, 2006. 2
13. P. Grunwald. "A minimum description length approach to grammar inference" Connectionist, Statistical and Symbolic Approaches to Learning for NaturalLanguage Processing, volume 1004 of Lecture Notes in AI, pp 203-16 Berlin: Springer Verlag, 1996. 2, 4
14. J F.Allen, F.Ferguson, "Actions and Events in Interval Temporal Logical", J.Logic and Computation Volume 4, Number 5,pp.531-579, Otc 1994. 3
15. F. Hoppner, F. Klawonn, "Finding Informative Rules in Interval Sequences Advances in Intelligent Data Analysis", in Proc. of the 4th International Symposium, Lecture Notes in Computer Sciences 2189, pp.123-132, 2001 3, 4
16. A.Stoicke, S.Omohundro, "Inducing Probablilistic Grammars by Bayesian Model Merging", in Proc. Intl. Conf. on Grammar Induction(ICGI'94), 1994 2, 4
17. D J.Cook, L B.Holder, "Substructure Discovery Using Minimum Description Length and Background Knowledge", Journal of Artificial Intelligence Research, pp 231-255, 1994 4
18. M.Maila, J.Shi, "A Random Walks View of Spectral Segmentation" Al and STATISTICS (AISTATS01), 2001 '3
19. J.Rissanen, Stochastic Complexity in Statistical Inquiry, World Scientific Publishing Company, 1989. 5
20. Claude E. Shannon, A Mathematical Theory of Communication, University of Illinois Press, 1949. 5