Pose-conditioned joint angle limits for 3D human pose reconstruction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 07-12-June-2015, Issue , 2015, Pages 1446-1455

  Akhter, Ijaz ^a   Black, Michael J ^a  

^a MAX PLANCK INSTITUTE FOR INTELLIGENT SYSTEMS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; MOTION ESTIMATION;

AUTOMATIC DETECTION; JOINT LOCATIONS; MANUAL ANNOTATION; MOTION CAPTURE; OVER-COMPLETE DICTIONARIES; PARAMETRIZATIONS; RESEARCH PURPOSE; STATE OF THE ART;

PATTERN RECOGNITION;

EID: 84959233857     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2015.7298751     Document Type: Conference Paper

References (34)

1. http://poseprior. is. tue. mpg. de/
2. U. S. N. Aeronautics and S. Administration. NASA-STD-3000: Man-systems integration standards. Number v. 3 in NASA-STD. National Aeronautics and Space Administration, 1995
3. M. Andriluka, S. Roth, and B. Schiele. Monocular 3D pose estimation and tracking by detection. In Computer Vision and Pettern Recognition, pages 623-630, 2010
4. C. Barròn and I. Kakadiaris. Estimating anthropometry and pose from a single uncalibrated image. Computer Vision and Image Understanding, 81(3):269-284, March 2001
5. C. BenAbdelkader and Y. Yacoob. Statistical estimation of human anthropometry from a single uncalibrated image. In Methods, Applications, and Challenges in Computerassisted Criminal Investigations, Studies in Computational Intelligence. Springer-Verlag, 2008
6. L. Bourdev and J. Malik. Poselets: Body part detectors trained using 3D human pose annotations. In International Conference on Computer Vision, pages 1365-1372, Sept. 2009
7. J. Chen, S. Nie, and Q. Ji. Data-free prior model for upper body pose estimation and tracking. IEEE Trans. Image Proc., 22(12):4627-4639, Dec. 2013
8. M. G. Choi, K. Yang, T. Igarashi, J. Mitani, and J. Lee. Retrieval and visualization of human motion data via stick figures. Computer Graphics Forum, 31(7):2057-2065, 2012
9. X. Fan, K. Zheng, Y. Zhou, and S. Wang. Pose locality constrained representation for 3d human pose reconstruction. In Computer Vision-ECCV 2014, pages 174-188. Springer, 2014
10. K. Grochow, S. L. Martin, A. Hertzmann, and Z. Popovíc. Style-based inverse kinematics. ACM Transactions on Graphics (TOG), 23(3):522-531, 2004
11. P. Guan, A. Weiss, A. Balan, and M. J. Black. Estimating human shape and pose from a single image. In Int. Conf. on Computer Vision, ICCV, pages 1381-1388, Sept. 2009
12. H. Hatze. A three-dimensional multivariate model of passive human joint torques and articular boundaries. Clinical Biomechanics, 12(2):128-135, 1997
13. S. Hauberg, S. Sommer, and K. Pedersen. Gaussian-like spatial priors for articulated tracking. In K. Daniilidis, P. Maragos, and N. Paragios, editors, Computer Vision ECCV 2010, volume 6311 of Lecture Notes in Computer Science, pages 425-437. Springer Berlin Heidelberg, 2010
14. L. Herda, R. Urtasun, and P. Fua. Hierarchical implicit surface joint limits for human body tracking. Computer Vision and Image Understanding, 99(2):189-209, 2005
15. H. Jiang. 3D human pose reconstruction using millions of exemplars. In Pattern Recognition (ICPR), 2010 20th International Conference on, pages 1674-1677. IEEE, 2010
16. M. Kiefel and P. Gehler. Human pose estimation with fields of parts. In D. Fleet, T. Pajdla, B. Schiele, and T. Tuytelaars, editors, Computer Vision-ECCV 2014, volume 8693 of Lecture Notes in Computer Science, pages 331-346. Springer International Publishing, Sept. 2014
17. T. Kodek and M. Munich. Identifying shoulder and elbow passive moments and muscle contributions. In IEEE Int. Conf. on Intelligent Robots and Systems, volume 2, pages 1391-1396, 2002
18. H. J. Lee and Z. Chen. Determination of 3D human body postures from a single view. Computer Vision Graphics and Image Processing, 30(2):148-168, 1985
19. J. Lin, T. Igarashi, J. Mitani, M. Liao, and Y. He. A sketching interface for sitting pose design in the virtual environment. Visualization and Computer Graphics, IEEE Transactions on, 18(11):1979-1991, 2012
20. G. Mori and J. Malik. Recovering 3D human body configurations using shape contexts. Pattern Analysis and Machine Intelligence, 28(7):1052-1062, 2006
21. V. Parameswaran and R. Chellappa. View independent human body pose estimation from a single perspective image. In Computer Vision and Pettern Recognition, pages 16-22, 2004
22. I. Radwan, A. Dhall, and R. Goecke. Monocular image 3D human pose estimation under self-occlusion. In International Conference on Computer Vision, pages 1888-1895, 2013
23. V. Ramakrishna, T. Kanade, and Y. Sheikh. Reconstructing 3D human pose from 2D image landmarks. European Conference on Computer Vision, pages 573-586, 2012
24. J. M. Rehg, D. D. Morris, and T. Kanade. Ambiguities in visual tracking of articulated objects using two-and threedimensional models. The International Journal of Robotics Research, 22(6):393-418, 2003
25. G. Rogez, J. Rihan, C. Orrite-Uruñuela, and P. H. Torr. Fast human pose detection using randomized hierarchical cascades of rejectors. International Journal of Computer Vision, 99(1):25-52, 2012
26. M. Schünke, E. Schulte, and U. Schumacher. Prometheus: Allgemeine Anatomie und Bewegungssystem: LernAtlas der Anatomie. Prometheus LernAtlas der Anatomie. Thieme, 2005
27. C. Sminchisescu and B. Triggs. Building roadmaps of local minima of visual models. In European Conference on Computer Vision, volume 1, pages 566-582, Copenhagen, 2002
28. C. Sminchisescu and B. Triggs. Estimating articulated human motion with covariance scaled sampling. The International Journal of Robotics Research, 22(6):371-391, 2003
29. C. J. Taylor. Reconstruction of articulated objects from point correspondences in a single uncalibrated image. Computer Vision and Image Understanding, 80(10):349-363, October 2000
30. J. Valmadre and S. Lucey. Deterministic 3D hman pose estimation using rigid structure. In European Conference on Computer Vision, pages 467-480. Springer, 2010
31. X. K. Wei and J. Chai. Modeling 3D human poses from uncalibrated monocular images. In International Conference on Computer Vision, pages 1873-1880, 2009
32. X. K. Wei and J. Chai. Intuitive interactive human-character posing with millions of example poses. Computer Graphics and Applications, IEEE, 31(4):78-88, 2011
33. I. Yoo, J. Vanek, M. Nizovtseva, N. Adamo-Villani, and B. Benes. Sketching human character animations by composing sequences from large motion database. The Visual Computer, 30(2):213-227, 2014
34. T.-H. Yu, T.-K. Kim, and R. Cipolla. Unconstrained monocular 3D human pose estimation by action detection and crossmodality regression forest. In Computer Vision and Pettern Recognition, pages 3642-3649, 2013.