A probabilistic framework for matching temporal trajectories: Condensation-based recognition of gestures and expressions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1406, Issue , 1998, Pages 909-924

  Black, Michael J ^a   Jepson, Allan D ^b  

^a PALO ALTO RESEARCH CENTER   (United States)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; CONDENSATION; GESTURE RECOGNITION; HUMAN COMPUTER INTERACTION; IMAGE MATCHING; IMAGE PROCESSING; MOTION ANALYSIS; PARAMETER ESTIMATION; TRAJECTORIES;

CONDENSATION ALGORITHM; ESTIMATED PARAMETER; FACIAL EXPRESSIONS; HUMAN FACIAL EXPRESSIONS; PROBABILISTIC FRAMEWORK; RANDOM SAMPLING; TEMPORAL TRAJECTORIES; TRAJECTORY MODELS;

FACE RECOGNITION;

EID: 84948166550     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/BFb0055712     Document Type: Conference Paper

References (23)

1. A. Baumberg and D. Hogg. Learning flexible models from image sequences. ECCV- 94, pp. 299-308, Stockholm, 1994.
2. M. J. Black and P. Anandan. The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields. CVIU, 63(1):75-104, Jan. 1996.
3. M. J. Black and Y. Yacoob. Recognizing facial expressions in image sequences using local parameterized models of image motion. IJCV, 25(l):23-48, 1997.
4. M. J. Black, Y. Yacoob, A. D. Jepson, and D. J. Fleet. Learning parameterized models of image motion. CVPR-97, pp. 561-567, Puerto Rico, June 1997.
5. A. Blake, M. Isard, and D. Reynard. Learning to track the visual motions of contours. Artificial Intelligence, 78:101-134, 1995.
6. C. Bregler. Learning and recognizing human dynamics in video sequences. CVPR- 97, pp. 568-574, Puerto Rico, June 1997.
7. J. L. Crowley and F. Berard, Multi-Modal Tracking of Faces for Video Communications, CVPR'97, pp. 640-645, Puerto Rico, June 1997.
8. M. Isard and A. Blake. Contour tracking by sotchastic propagation of conditional density. ECCV-96, pp. 343-356, Cambridge, UK, 1996.
9. M. Isard and A. Blake. A mixed-state Condensation tracker with automatic model- switching. ICCV'98, pp. 107-112, Mumbai, India, Jan. 1998.
10. H. Ishii and B. Ullmer. Tangible bits: Towards seamless interfaces between people, bits and atoms. Proc. of CHI'97, 1997.
11. K. Kanazawa, D. Roller, and S. Russell. Stochastic simulation algorithms for dynamic probabilistic networks. Proc. of the Eleventh Conf. on Uncertainty in Al, Montreal, 1995.
12. R. Kaucic, B. Dalton, and A. Blake. Real-time lip tracking for audio-visual speech recognition applications. ECCV-96, pp. 376-387, Cambridge, UK, 1996.
13. A. Lanitis, C. J. Taylor, T. F. Cootes, and T. Ahmed. Automatic interpretation of human faces and hand gestures using flexible models. Int. Conf. on Automatic Face and Gesture Recognition, pp. 98-103, Zurich, 1995.
14. L. R. Rabiner. A tutorial on Hidden Markov Models and selected applications in speech recognition. Readings in Speech Recognition, 1989.
15. D. Reynard, A. Wildenberg, A. Blake, and J. Marchant. Learning dynamics of complex motion from image sequences. ECCV-96, pp. 357-368, Cambridge, UK, 1996.
16. D. Sankoff and Eds. J. B. Kruskal. Time warps, string edits, and macromolecules: The theory and practice of sequence compression. Addison-Wesley Pub., Reading, Mass., 1983.
17. Q. Stafford-Fraser. Brightboard: A video-augmented environment. Proc. of CHI'96, 1996.
18. T. Starner and A. Pentland. Visual recognition of American Sign Language using Hidden Markov Models. Int. Conf. on Automatic Face and Gesture Recognition, pp. 189-194, Zurich, 1995.
19. R. Szeliski. Image mosaicing for tele-reality applications. Second IEEE Workshop on Applications of Computer Vision, pp. 44-53, Sarasota, Florida, 1994.
20. A. D. Wilson, A. F. Bobick, and J. Cassell. Temporal classification of natural gesture and application to video coding. CVPR-97, pp. 948-954, Puerto Rico, June 1997.
21. A. D. Wilson and A. F. Bobick. Recognition and interpretation of parametric gesture. ICCV-98, pp. 329-336, Mumbai, India, Jan. 1998.
22. Y. Yacoob and M. J. Black. Parameterized modeling and recognition of activities. ICCV'98, pp. 120-127, Mumbai, India, Jan. 1998.
23. Y. Yacoob and L. Davis. Parameterized modeling and recognition of activities. ICCV'98, pp. 446-453, Mumbai, India, Jan. 1998.