Dynamic models of human motion

Proceedings - 3rd IEEE International Conference on Automatic Face and Gesture Recognition, FG 1998

Volumn , Issue , 1998, Pages 22-27

  Wren, Christopher R ^a   Pentland, Alex P ^a  

^a MIT MEDIA LAB   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIOR SYSTEMS; CONTEXTUAL KNOWLEDGE; PERSON TRACKING; PHYSICAL CONSTRAINTS; PHYSICAL STATE; PROBABILISTIC PROCESS; RECURSIVE FILTERS; TRACKING PERFORMANCE;

EID: 51949085988     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.1998.670920     Document Type: Conference Paper

References (20)

1. A. Azarbayejani and A. Pentland. Real-time self-calibrating ster eo person tracking using 3-D shape es-timation from blob features. In Proceedings of 13th ICPR Vienna Austria August 1996. IEEE Computer Society Press.
2. A. Baumberg and D. Hogg. An eficient method fo r con-tour tracking using active shape models. In Proceeding of the Workshop on Motion of Nonrigid and Articulated Objects. IEEE Computer Society 1994.
3. C. Bregler. Learning and recognizing human dynamics in video sequences. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition June 1997.
4. E. D. Dickmanns and B. D. Mysliwetz. Recursive 3-d road and relative ego-state recognition. IEEE Trans. Pattern Analysis and Machine Intelligence 14(2):199-213 February 1992.
5. D. M. Gavrila and L. S. Davis. Towards 3-d model-based tracking and recognition of human movement: A multi-view approach. In International Workshop on Automatic Face-and Gesture-Recognition. IEEE Com-puter Society 1995. Zurich.
6. L. Goncalves E. D. Bernardo E. Ursella and P. Per-ona. Monocular tracking of the human arm in 3d. In International Conference on Computer Vision Cam-bridge MA June 1995.
7. M. Isard and A. Blake. Contour tracking by stochastic propagation of conditional density. In Proc. European Conference on Computer Vision pages 343-356 Cam-bridge UK 1996.
8. I. Kakadiaris D. Metaxas and R. Bajcsy. Active part-decomposition shape and motion estimation of articu-lated objects: A physics-based approach. In CVPR94 pages 980-984 1994.
9. D. Metaxas and D. Terzopoulos. Shape and non-rigid motion estimation through physics-based synthe-sis. IEEE Trans. Pattern Analysis and Machine Intel-ligence 15:580-591 1993.
10. K. Oatley G. D. Sullivan D. Hogg. Drawing vi-sual conclusions from analogy: preprocessing cues and schemata in the perception of three dimensional ob-jects. Journal of Intelligent Systems 1 2):97-133 1988.
11. J. O'Rou rke and N. Badler. Model-based image anal-ysis of human motion using constraint propagation. IEEE Trans. Pattern Analysis and Machine Intelli-gence 2(6):522-536 November 1980.
12. A. Pentland and B. Horowitz. Recovery of nonrigid motion and structure. IEEE Trans. Pattern Analysis and Machine Intelligence 13(7):730-742 July 1991.
13. A. Pentland and A. Liu. Modeling and predicition of human behavior. In IEEE Intelligent Vehicles 95 September 1995.
14. J. Rehg and T. Kanade. Visual tracking of high dof articulated structures: An application to human hand tracking. In European Conference on Computer Vision pages B:35-46 1994.
15. K. Rohr. Towards model-based recognition of human movements in image sequences. CVGIP: Image Under-standing 59(1):94-115 Jan 1994.
16. T. Starner and A. Pentland. Real-time american sign language recognition from video using hidden markov models. In Proceedings of International Symposium on Compu ter Vision Coral Gables FL USA 1995. IEEE Computer Society Press.
17. A. S. Willsky. Detection of abrupt changes in dynamic systems. In M. Basseville and A. Benveniste editors Detection of Abrupt Change s in Signals and Dynamical Systems number 77 in Lecture Notes in Control and In-formation Sciences pages 27-49. Springer-Verlag 1986.
18. A. Witkin M. Gleicher and W. Welch. Interactive dy-nami cs. In ACM SIGGraph Computer Graphics vol-ume 24:2 pages 11-21. ACM SIGgraph March 1990.
19. C. Wren A. Azarbayejani T. Darrell and A. Pent-land. Pfinder: Real-time tracking of the human body. IEEE Trans. Pattern Analysis and Machine Intelli-gence 19(7):780-785 July 1997.
20. C. R. Wren and A. P. Pentland. Dynamic models of human motion (long version). Technical Report 415 MIT Media Laboratory Perceptual Computing Group 1997. http://www.media. mit. edu/vismod/.