Kinematic self retargeting: A framework for human pose estimation

Computer Vision and Image Understanding

Volumn 114, Issue 12, 2010, Pages 1362-1375

  Zhu, Youding ^a   Dariush, Behzad ^b   Fujimura, Kikuo ^b  

^a OHIO STATE UNIVERSITY   (United States)

^b HONDA RESEARCH INSTITUTE   (United States)

Author keywords

Constrained inverse kinematics; Human body tracking; Human pose estimation; Key point detection; Model based human body tracking

Indexed keywords

CONSTRAINED INVERSE KINEMATICS; HUMAN BODY TRACKING; HUMAN POSE ESTIMATIONS; MODEL BASED HUMAN BODY TRACKING; POINT DETECTION;

ALGORITHMS; ESTIMATION; INVERSE KINEMATICS; LAPTOP COMPUTERS;

GESTURE RECOGNITION;

EID: 77957977272     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2009.11.005     Document Type: Article

References (31)

1. L. Wang, W. Hu, and T. Tan Recent developments in human motion analysis Pattern Recognition 36 3 2003 585 601
2. T.B. Moeslund, A. Hilton, and V. Kruger A survey of advances in vision-based human motion capture and analysis Computer Vision and Image Understanding 104 2-3 2006 90 126
3. C. Barron, and I.A. Kakadiaris Estimating anthropometry and pose from a single image Computer Vision and Pattern Recognition 1 2000 669 676
4. Camillo J. Taylor Reconstruction of articulated objects from point correspondences in a single uncalibrated image Computer Vision and Image Understanding 80 3 2000 349 363
5. J.M. Rehg, T. Kanade, Model-based tracking of self-occluding articulated objects, in: ICCV, 1995, pp. 612-617.
6. H. Sidenbladh, M.J. Black, D.J. Fleet, Stochastic tracking of 3d human figures using 2d image motion, in: ECCV, 2000, pp. 702-718.
7. A. Agarwal, and B. Triggs Recovering 3d human pose from monocular images IEEE Transactions on Pattern Analysis and Machine Intelligence 28 1 2006 44 58
8. G. Mori, and J. Malik Recovering 3d human body configurations using shape contexts IEEE Transactions on Pattern Analysis and Machine Intelligence 28 7 2006 1052 1062
9. G. Shakhnarovich, P. Viola, T. Darrell, Fast pose estimation with parameter sensitive hashing, ICCV 2 (2003) 750-757.
10. C. Sminchisescu, B. Triggs, Kinematic jump processes for monocular 3d human tracking, CVPR 1 (2003) 18-20.
11. M.W. Lee, and I. Cohen Proposal maps driven mcmc for estimating human body pose in static images CVPR 2 2004 334 341
12. L. Sigal, S. Bhatia, S. Roth, M.J. Black, and M.I. Isard Tracking loose-limbed people CVPR 1 2004 421 428
13. V. Athitsos, and S. Sclaroff Estimating 3d hand pose from a cluttered image ICCV 2 2003 432 439
14. G. Mori, and J. Malik Estimating human body configurations using shape context matching ECCV 3 2002 666 680
15. G. Shakhnarovich, P. Viola, and T. Darrell Fast pose estimation with parameter sensitive hashing ICCV 2 2003 750 757
16. A. Agarwal, and B. Triggs Recovering 3d human pose from monocular images IEEE Transactions on Pattern Analysis and Machine Intelligence 28 1 2006 44 58
17. K. Grauman, G. Shakhnarovich, and T. Darrell Inferring 3d structure with a statistical image-based shape model ICCV 1 2003 641 647
18. L. Ren, G. Shakhnarovich, J.K. Hodgins, H. Pfister, and P. Viola Learning silhouette features for control of human motion ACM Transactions on Graphics 24 4 2005 1303 1331
19. D. Demirdjian, L. Taycher, G. Shakhnarovich, K. Grauman, and T. Darrell Avoiding the streetlight effect: tracking by exploring likelihood modes ICCV 1 2005 357 364
20. Leonid Taycher, Gregory Shakhnarovich, David Demirdjian, and Trevor Darrell Conditional random people: tracking humans with crfs and grid filters CVPR 1 2006 222 229
21. D. Grest, J. Woetzel, R. Koch, Nonlinear body pose estimation from depth images, in: DAGM2005, 2005.
22. S. Knoop, S. Vacek, and R. Dillmann Sensor fusion for 3d human body tracking with an articulated 3d body model ICRA 2006 1686 1691
23. J. Ziegler, K. Nickel, and R. Stiefelhagen Tracking of the articulated upper body on multi-view stereo image sequences CVPR 1 2006 774 781
24. Y. Zhu, K. Fujimura, Constrained optimization for human pose estimation from depth sequences, in: Proceedings of Asian Conference on Computer Vision, Tokyo, Japan, 2007.
25. Swiss Ranger SR-3000 3D time of flight camera. < http://http://www. swissranger.ch/ >.
26. M. Gleicher Retargeting motion to new characters Proceedings of SIGGRAPH98 1998 ACM New York 33 42
27. B. Dariush, M. Gienger, A. Arumbakkam, Y. Zhu, B. Jian, K. Fujimura, and C. Goerick Online transfer of human motion to humanoids International Journal of Humanoid Robotics 6 2009 265 289
28. Y. Zhu, B. Dariush, K. Fujimura, Controlled human pose estimation from depth image streams, in: CVPR Workshop on Time of Flight Computer Vision, Anchorage, Alaska, 2008.
29. P. Chiacchio, S. Chiaverini, L. Sciavicco, and B. Siciliano Closed-loop inverse kinematics schemes for constrained redundant manipulators with task space augmentation and task priority strategy International Journal of Robotics Research (IJRR) 10 1991 410 425
30. T.F. Chan, and R.V. Dubey A weighted least-norm solution based scheme for avoiding joint limits for redundant joint manipulators IEEE Transactions on Robotics and Automation 11 2 1995
31. UNC Chapell Hill: Swift++ Library. Speedy walking via improved feature testing for non-convex objects. < http://www.cs.unc.edu/geom/SWIFT++/ >.