Articulated body tracking using dynamic belief propagation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3766 LNCS, Issue , 2005, Pages 26-35

  Han, Tony X ^a   Huang, Thomas S ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOLOGICAL ORGANS; DYNAMIC PROGRAMMING; ESTIMATION; MATHEMATICAL MODELS; MOTION ESTIMATION;

BELIEF PROPAGATION (BP); BODY CONFIGURATION; HUMAN MOTION DYNAMICS; SEARCHING SPACE;

TRACKING (POSITION);

EID: 33646690008     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11573425_3     Document Type: Conference Paper

References (17)

1. J. Deutscher, A. Blake, and I. Reid, "Articulated body motion capture by annealed particle filtering," in CVPR00, pp. II: 126-133, 2000.
2. D. Ramanan and D. A. Forsyth, "Finding and tracking people from the bottom up.," in CVPR, pp. 467-474, 2003.
3. L. Sigal, S. Bhatia, S. Roth, M. Black, and M. Isard, "Tracking loose-limbed people," in CVPR04, pp. I: 421-428, 2004.
4. E. B. Sudderth, M. I. Mandel, W. T. Freeman, and A. S. Willsky, "Distributed occlusion reasoning for tracking with nonparametric belief propagation," in Advances in Neural Information Processing Systems 17, pp. 1369-1376, Cambridge, MA: MIT Press, 2005.
5. E. Sudderth, T. Ihler, W. Freeman, and A. Willsky, "Nonparametric belief propagation," Proc. CVPR, pp. 605-612, 2003.
6. P. Felzenszwalb and D. Huttenlocher, "Efficient matching of pictorial structures," in CVPR, pp. 66-73, 2000.
7. Y. Wu and T. Huang, "Hand modeling, analysis and recognition," IEEE Signal Processing Magazine, vol. 18, pp. 51-60, May 2001.
8. L. Sigal, M. Isard, B. H. Sigelman, and M. J. Black, "Attractive people: Assembling loose-limbed models using non-parametric belief propagation," in NIPS, 2003.
9. C. Bregler and J. Malik, "Tracking people with twists and exponential maps," in CVPR, p. 8, 1998.
10. D. Ramanan, D. A. Forsyth, and A. Zisserman, "Strike a pose: Tracking people by finding stylized poses.," in CVPR, 2005.
11. J. Pearl, Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann Publishers Inc., 1988.
12. F. Kschischang and B. Frey, "Factor graphs and the sum-product algorithm," IEEE Trans. on Information Theory, vol. 47, pp. 498-519, February 2001.
13. W. Freeman, E. Pasztor, and O. Carmichael, "Learning low-level vision," IJCV, vol. 40, pp. 25-47, 2000.
14. M. Liu, T. X. Han, and T. S. Huang, "Online appearance learning by template prediction," in AVSS, 2005.
15. J. Yedidia, W. Freeman, and Y. Weiss, "Understanding belief propagation and its generalization," 2001.
16. K. P. Murphy, Y. Weiss, and M. I. Jordan, "Loopy belief propagation for approximate inference: An empirical study," in Proc. Uncertainty in AI, pp. 467-475, 1999.
17. Y. Wu, G. Hua, and T. Yu, "Tracking articulated body by dynamic markov network," in ICCVOS, pp. 1094-1101, 2003.