Tracking with dynamic hidden-state shape models

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

Volumn 5302 LNCS, Issue PART 1, 2008, Pages 643-656

  Wu, Zheng ^a   Betke, Margrit ^a   Wang, Jingbin ^b   Athitsos, Vassilis ^c   Sclaroff, Stan ^a  

^a BOSTON UNIVERSITY   (United States)

^b GOOGLE INC   (United States)

^c The University of Texas at Arlington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUTTER (INFORMATION THEORY); COMPUTER VISION; OBJECT DETECTION; OBJECT TRACKING;

GLOBAL REGISTRATION; HIERARCHICAL STRUCTURES; LEARNING APPROACH; NON-RIGID MOTION; RECURSIVE BAYESIAN FILTERING; TRACKED OBJECTS; TRACKING MECHANISM; VARIOUS ILLUMINATION CONDITIONS;

DYNAMIC PROGRAMMING;

EID: 56749173384     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88682-2_49     Document Type: Conference Paper

References (19)

1. Bar-Shalom, Y., Fortmann, T.: Tracking and Data Association. Academic Press, London (1988)
2. Athitsos, V., Wang, J., Sclaroff, S., Betke, M.: Detecting instances of shape classes that exhibit variable structure. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3954, pp. 121-134. Springer, Heidelberg (2006)
3. Wang, J., Athitsos, V., Sclaroff, S., Betke, M.: Detecting objects of variable shape structure with hidden state shape models. IEEE T PAMI 30(3), 477-492 (2008)
4. Han, B., Zhu, Y., Comaniciu, D., Davis, L.: Kernel-based Bayesian filtering for object tracking. In: CVPR, vol. 1, pp. 227-234 (2005)
5. MacCormick, J., Isard, M.: Partitioned sampling, articulated objects, and interface-quality hand tracking. In: Vernon, D. (ed.) ECCV 2000. LNCS, vol. 1843, pp. 3-19. Springer, Heidelberg (2000)
6. Sudderth, E., Mandel, M., Freeman, W., Willsky, A.: Distributed occlusion reasoning for tracking with nonparametric belief propagation. In: NIPS (2004)
7. Sigal, L., Bhatia, S., Roth, S., Black, M.J., Isard, M.: Tracking loose-limbed people. In: CVPR, pp. 421-428 (2004)
8. Athitsos, V., Sclaroff, S.: Estimating 3d hand pose from a cluttered image. In: CVPR, pp. 432-440 (2003)
9. Shakhnarovich, G., Viola, P., Darrell, T.: Fast pose estimation with parametersensitive hashing. In: ICCV, pp. 750-758 (2003)
10. Stenger, B., Thayananthan, A., Torr, P., Cipolla, R.: Hand pose estimation using hierarchical detection. In: Proceeding of International Workshop on HumanComputer Interaction. LNCS (2004)
11. Forsyth, D., Arikan, O., Ikemoto, L., O'Brien, J., Ramanan, D.: Computational Studies of Human Motion: Part 1, Tracking and Motion Synthesis (2006)
12. Ramanan, D., Forsyth, D.A., Zisserman, A.: Strike a pose: Tracking people by finding stylized poses. In: CVPR, pp. 20-25 (2005)
13. Felzenszwalb, P.F., Schwartz, J.D.: Hierarchical matching of deformable shapes. In: CVPR, pp. 1-8 (2007)
14. Opelt, A., Pinz, A., Zisserman, A.: A boundary-fragment-model for object detection. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3954, pp. 575-588. Springer, Heidelberg (2006)
15. Shotton, J., Blake, A., Cipolla, R.: Contour-based learning for object detection. In: ICCV, pp. 503-510 (2005)
16. Heap, T., Hogg, D.: Wormholes in shape space: Tracking through discontinuous changes in shape. In: ICCV, pp. 344-349 (1998)
17. Rabiner, L.R.: A tutorial on Hidden Markov Models and selected applications in speech recognition. Proceedings of the IEEE 77(2), 257-286 (1989)
18. Collins, R., Liu, Y.: On-line selection of discriminative tracking features. In: ICCV, pp. 346-354 (2003)
19. Schmidt, F.R., Farin, D., Cremers, D.: Fast matching of planar shapes in sub-cubic runtime. In: ICCV, pp. 1-6 (October 2007)