Efficient human pose estimation via parsing a tree structure based human model

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 1349-1356

  Zhang, Xiaoqin ^a   Li, Changcheng ^b   Tong, Xiaofeng ^c   Hu, Weiming ^a   Maybank, Steve ^d   Zhang, Yimin ^c  

^a INSTITUTE OF AUTOMATION   (China)

^b TSINGHUA UNIVERSITY   (China)

^c INTEL CHINA RESEARCH CENTER   (China)

^d UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BODY PARTS; COMPLEX SOLUTION; CONTENT BASED IMAGE RETRIEVAL; DATA-DRIVEN; EXHAUSTIVE SEARCH; HIGH-DIMENSIONAL; HUMAN MODEL; HUMAN POSE; IMMERSIVE VIRTUAL REALITY; INTERACTIVE GAMING; LEXICOGRAPHIC ORDER; MARKOV CHAIN; MARKOV CHAIN MONTE CARLO; OPTIMIZATION PROCESS; PARTIAL OCCLUSIONS; SAMPLING-BASED; SELF OCCLUSION; SPEED-UPS; STATE SPACE; TREE STRUCTURES;

COMPUTER VISION; CONTENT BASED RETRIEVAL; MARKOV PROCESSES; TREES (MATHEMATICS); VIRTUAL REALITY;

ESTIMATION;

EID: 77953243056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459306     Document Type: Conference Paper

References (26)

1. A. Mittal, L. Zhao and L. Davis, "Human body pose estimation using silhouette shape analysis," AVSS, 2003. 2
2. C. Sminchisescu, A. Kanaujia, and D. Metaxas, "Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference," CVPR, 2006. 2
3. C. Stauffer, W. Grimson, "Adaptive Background Mixture Models for Real-time Tracking", CVPR, 1999. 2
4. D. Ramanan, "Learning to Parse Images of Articulated Bodies," NIPS, 2006 2
5. D. Ramanan, D. Forsyth, and A. Zisserman, "Strike a Pose: Tracking People by Finding Stylized Poses," CVPR, 2005. 2
6. G. Hua, M. Yang, Y.Wu, "Learning to Estimate Human Pose with Data Driven Belief Propagation," CVPR, 2005. 2, 7
7. G. Mori and J. Malik, "Estimating Human Body Configurations Using Shape Context Matching," ECCV, 2002. 2
8. G. Mori, X. Ren, A. Efros, and J. Malik, "Recovering Human Body Configurations: Combining Segmentation and Recognition," CVPR, 2004. 2
9. G. Shakhnarovich, P. Viola, and T. Darrell, "Fast Pose Estimation with Parameter Sensitive Hashing," ICCV, 2003. 2
10. J. C. Niebles and L. Fei-Fei, "A hierarchical model model of shape and appearance for human action classification," CVPR, 2007. 2
11. J. Zhang, J. Luo, R. Collins, and Y. Liu, "Body Localization in Still Images Using Hierarchical Models and Hybrid Search," CVPR, 2006. 2, 7
12. L. Sigal and M. J. Black, "Measure Locally, Reason Globally: Occlusion-Sensitive Articulated Pose Estimation," CVPR, 2006. 2
13. M. W. Lee and I. Cohen, "A Model-Based Approach for Estimating Human 3D Poses in Static Images ," PAMI, 2006. 2
14. N. R. Howe, M. E. Leventon, W. T. Freeman, "Bayesian Reconstruction of 3D Human Motion from Single-Camera Video," NIPS, 1999. 2
15. P. F. Felzenszwalb, D. P. Huttenlocher, "Pictorial Structures for Object Recognition," IJCV, 2005 2, 3
16. P. Srinivasan, J. Shi, "Bottom-up Recognition and Parsing of the Human Body", CVPR, 2007. 2
17. R. Ronfard, C. Schmid, and B. Triggs, "Learning to Parse Pictures of People," ECCV, 2002. 2
18. S. Belongie, J. Malik, and J. Puzicha, "Shape Matching and Object Recognition Using Shape Contexts," PAMI, 2002. 2
19. T. J. Roberts, S. J. Mckenna, and I. W. Ricketts, "Human Pose Estimation Using Partial Configurations and Probabilistic Regions," IJCV, 2007. 2
20. T. Zhao, R. Nevatia, "Bayesian Human Segmentation in Crowded Situations," CVPR, 2003. 2
21. X. Lan and D. P. Huttenlocher, "Beyond Trees: Common Factor Models for 2D Human Pose Recovery," ICCV, 2005. 2
22. X. Ren, A. C. Berg, and J. Malik, "Recovering Human Body Configurations Using Pairwise Constraints between Parts," ICCV, 2005. 2
23. Y.Deng, and B.S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video," PAMI, 2001. 2
24. Z. Tu and S. C. Zhu, "Image Segmentation by Data-Driven Markov Chain Monte Carlo," PAMI, 2002. 1
25. Compiler Tools Group, "Tree Parsing", Technical Report, University of Colorado, 2002. 4
26. M. Collins, "Three generative, lexicalised models for statistical parsing", In Proceedings of the Annual Meeting of the ACL., 16-23, 1997. 4