Human pose estimation using patch-based candidate generation and model-based verification

2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011

Volumn , Issue , 2011, Pages 687-693

  Hara, Kota ^a   Kurokawa, Takaharu ^a  

^a SECOM SC Center   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

3D POSE ESTIMATION; CANDIDATE GENERATION; HUMAN BODIES; HUMAN POSE ESTIMATIONS; INPUT IMAGE; MATCHINGS; MODEL BASED VERIFICATION; NATURAL IMAGES; SYNTHETIC IMAGES; TOP DOWN MODELS; VOTING SCHEMES;

FACE RECOGNITION; THREE DIMENSIONAL COMPUTER GRAPHICS;

GESTURE RECOGNITION;

EID: 79958698120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2011.5771331     Document Type: Conference Paper

References (27)

1. M. V. den Bergh, E. Koller-Meier, and L. V. Gool, "Real-time body pose recognition using 2d or 3d haarlets," International Journal of Computer Vision, vol. 83, pp. 72-84, June 2009.
2. A. Agarwal and B. Triggs, "Recovering 3d human pose from monocular images," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 1, pp. 44-58, 2006. (Pubitemid 46395303)
3. P. F. Felzenszwalb and D. P. Huttenlocher, "Pictorial structures for object recognition," International Journal of Computer Vision, vol. 61, no. 1, pp. 55-79, 2005.
4. G. Mori and J. Malik, "Recovering 3d human body configurations using shape contexts," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 7, pp. 1052-1062, 2006.
5. K. Hara, "Real-time inference of 3d human poses by assembling local patches," in WACV, 2009.
6. G. Shakhnarovich, P. Viola, and T. Darrell, "Fast pose estimation with parameter-sensitive hashing," in ICCV, 2003.
7. J. Deutscher and I. Reid, "Articulated body motion capture by stochastic search," International Journal of Computer Vision, vol. 61, no. 2, pp. 185-205, 2005.
8. C. Sminchisescu, A. Kanaujia, Z. Li, and D. Metaxas, "Discriminative density propagation for 3d human motion estimation," in CVPR, 2005.
9. B. Leibe, A. Leonardis, and B. Schiele, "Robust object detection with interleaved categorization and segmentation," International Journal of Computer Vision, vol. 77, no. 1-3, pp. 259-289, 2008.
10. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in CVPR, 2005.
11. A. Agarwal and B. Triggs, "A local basis representation for estimating human pose from cluttered images," in ACCV, 2006.
12. A. Kanaujia, C. Sminchisescu, and D. Metaxas, "Semi-supervised hierarchical models for 3d human pose reconstruction," in CVPR, 2007.
13. H. Ning, W. Xu, Y. Gong, and T. Huang, "Discriminative learning of visual words for 3d human pose estimation," in CVPR, 2008.
14. G. Rogez, J. Rihan, S. Ramalingam, C. Orrite, and P. H. S. Torr, "Randomized trees for human pose detection," in CVPR, 2008.
15. R. Okada and S. Soatto, "Relevant feature selection for human pose estimation and localization in cluttered images," in ECCV, 2008.
16. C. Ionescu, L. Bo, and C. Sminchisescu, "Structural svm for visual localization and continuous state estimation," in ICCV, 2009.
17. D. Ramanan, "Learning to parse images of articulated bodies," in NIPS, 2006.
18. M. W. Lee and I. Cohen, "A model-based approach for estimating human 3d poses in static images," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 6, pp. 905-916, 2006.
19. G. Hua, M.-H. Yang, and Y. Wu, "Learning to estimate human pose with data driven belief propagation," in CVPR, 2005.
20. M. Andriluka, S. Roth, and B. Schiele, "Pictorial structures revisited: People detection and articulated pose estimation," in CVPR, 2009.
21. M. Eichner and V. Ferrari, "Better appearance models for pictorial structures," in BMVC, 2009.
22. X. Ren, A. C. Berg, and J. Malik, "Recovering human body configurations using pairwise constraints between parts," in ICCV, 2005.
23. V. Ferrari, M. Marin-Jimenez, and A. Zisserman, "Progressive search space reduction for human pose estimation," in CVPR, 2008.
24. M. Andriluka, S. Roth, and B. Schiele, "People-tracking-by-detection and people-detection-by-tracking," in CVPR, 2008.
25. J. Liebelt, C. Schmid, and K. Schertler, "Viewpoint-independent object class detection using 3d feature maps," in CVPR, 2008.
26. A. Lehmann, B. Leibe, and L. V. Gool, "Prism: Principled implicit shape model," in BMVC, 2009.
27. V. N. Vapnik, The Nature of Statistical Learning Theory. Springer, 1995.