Learning Motion Style Synthesis from Perceptual Observations

NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems

Volumn , Issue , 2006, Pages 1393-1400

  Torresani, Lorenzo ^a   Hackney, Peggy ^b   Bregler, Christoph ^c  

^a Riya Inc   (United States)

^b Integrated Movement Studies

^c NEW YORK UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN MOTIONS; LEARN+; MOTION CAPTURE; MOTION STYLES; MOVEMENT ANALYSIS; MULTI DIMENSIONAL; NONLINEAR MAPPINGS; REGRESSION PROBLEM; SPACETIME; TIME INTERPOLATION;

EID: 85146361824     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. O. Arikan and D. A. Forsyth. Synthesizing constrained motions from examples. ACM Transactions on Graphics, 21(3):483-490, July 2002.
2. M. Brand and A. Hertzmann. Style machines. In Proceedings of ACM SIGGRAPH 2000, Computer Graphics Proceedings, Annual Conference Series, pages 183-192, July 2000.
3. D. Chi, M. Costa, L. Zhao, and N. Badler. The emote model for effort and shape. In Proceedings of ACM SIGGRAPH 2000, Computer Graphics Proceedings, Annual Conference Series, July 2000.
4. N. Cristianini and J. Shawe-Taylor. An Introduction to Support Vector Machines (and other kernel-based learning methods). Cambridge University Press, 2000.
5. H. Drucker, C. J. C. Burges, L. Kaufman, A. Smola, and V. Vapnik. Support vector regression machines. In Proc. NIPS 9, 2003.
6. M. A. Giese and T. Poggio. Morphable models for the analysis and synthesis of complex motion patterns. International Journal of Computer Vision, 38(1):59-73, 2000.
7. P. Hackney. Making Connections: Total Body Integration Through Bartenieff Fundamentals. Routledge, 2000.
8. M. T. Heath. Scientific Computing: An Introductory Survey, Second edition. McGraw Hill, 2002.
9. E. Hsu, K. Pulli, and J. Popovic. Style translation for human motion. ACM Transactions on Graphics, 24(3):1082-1089, 2005.
10. L. Kovar and M. Gleicher. Automated extraction and parameterization of motions in large data sets. ACM Transactions on Graphics, 23(3):559-568, Aug. 2004.
11. J. Lee, J. Chai, P. S. A. Reitsma, J. K. Hodgins, and N. S. Pollard. Interactive control of avatars animated with human motion data. ACM Transactions on Graphics, 21(3):491-500, July 2002.
12. Y. Li, T. Wang, and H.-Y. Shum. Motion texture: A two-level statistical model for character motion synthesis. ACM Transactions on Graphics, 21(3):465-472, July 2002.
13. R. Murray, Z. Li, and S. Sastry. A Mathematical Introduction to Robotic Manipulation. CRC Press, 1994.
14. H. Ney. The use of a one-stage dynamic programming algorithm for connected word recognition. IEEE Transactions on Acoustics, Speech, and Signal Processing, 32(3):263-271, 1984.
15. K. Pullen and C. Bregler. Motion capture assisted animation: Texturing and synthesis. ACM Transactions on Graphics, 21(3):501-508, July 2002.
16. C. Rose, M. Cohen, and B. Bodenheimer. Verbs and adverbs: multidimensional motion interpolation. IEEE Computer Graphics and Application, 18(5):32-40, 1998.
17. V. N. Vapnik. The Nature of Statistical Learning Theory. Springer, 1995.
18. D. J. Wiley and J. K. Hahn. Interpolation synthesis of articulated figure motion. IEEE Computer Graphics and Application, 17(6):39-45, 1997.