A particle filter for tracking densely populated objects based on explicit multiview occlusion analysis

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2004, Pages 745-750

  Otsuka, Kazuhiro ^a   Mukawa, Naoki ^b  

^a NTT Communication Science Laboratories   (Japan)

^b TOKYO DENKI UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROBABILITY STRUCTURE; MONTE CARLO FILTERS; MULTIVIEW OCCLUSION ANALYSIS; PARTICLE FILTER (PF);

DATA REDUCTION; ESTIMATION; MARKOV PROCESSES; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL FILTERING AND PREDICTION; TRACKING (POSITION);

OBJECT RECOGNITION;

EID: 10044234860     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1333880     Document Type: Conference Paper

References (11)

1. T. Sogo and H. Ishiguro, "Real-time target localization and tracking by N-ocular stereo," Proc. IEEE Workshop on Omnidirectional Vision, pp. 153-160, 2000.
2. A. Utsumi, H. Mori, J. Ohya and M. Yachida, "Multiple-view-bases tracking of multiple humans," Proc. ICPR'98, pp. 597-601, 1998.
3. S. L. Dockstader and A. M. Tekalp, "Multiple camera tracking of interacting and occluded human motion," Proc. IEEE, vol. 89, no. 10, pp. 1441-1455, 2001.
4. 2Tracker: a multi-view approach to segmenting and tracking people in a cluttered scene," UCV, vol. 51, no. 3, pp. 189-203, 2003.
5. K. Otsuka and N. Mukawa,"Multiview occlusion analysis for tracking densely populated objects based on 2-D visual angles," Proc. CVPR'04, 2004.(to appear)
6. D. B. Reid, "An algorithm for tracking multiple targets," IEEE Trans. AC., vol. 24, no. 6, pp. 843-854, 1979.
7. N. J. Gordon, D. J. Salmond and A. F. M. Smith, "Novel approach to nonlinear/non-Gaussian Bayesian state estimation," IEE Proc.-F, vol. 140, no. 2, pp. 107-113, 1993.
8. J. MacCormick and A. Blake, "A probabilistic exclusion principle for tracking multiple objects," IJCV, vol. 39, no. 1, pp. 57-71, 2000.
9. Y. Wu, G. Hua, and T. Yu, "Switching observation models for contour tracking in clutter," Proc. CVPR, pp.295-302, 2003.
10. M. Isard and A. Blake, "A mixed-state Condensation tracker with automatic model-switching," Proc. ICCV, pp.107-112, 1998.
11. S. McGinnity and G. W. Irwin, "Multiple model bootstrap filte for maneuvering target tracking," IEEE Trans. AES, vol. 36, no. 3, pp. 1006-1012, 2000.