An HMM-based approach for gesture segmentation and recognition

Proceedings - International Conference on Pattern Recognition

Volumn 15, Issue 3, 2000, Pages 679-682

  Deng, J W ^a   Tsui, H T ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; HUMAN COMPUTER INTERACTION; SIGNAL PROCESSING; SPEECH RECOGNITION;

GESTURE SEGMENTATION; HAND MOTION; HMM-BASED; INPUT SEQUENCE; SPATIO TEMPORAL FEATURES; SPATIO-TEMPORAL TRAJECTORIES; TEMPORAL PATTERN;

GESTURE RECOGNITION;

EID: 33750928979     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (12)

1. V.I. Pavlovic, R. Sharma and Thomas S. Huang, "Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review," IEEE Trans. On PAMI, Vol. 19, No. 7, July 1997.
2. H.K. Lee and J.H. Kim, "An HMM-Based Threshold Model Approach for Gestrue Recognition", IEEE Tran. On PAMI, Vol. 21 No. 10, Oct. 1999.
3. Thad Starner and Alex Pentland, "Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video," IEEE Tran. On PAMI, Vol. 20, No. 12, Dec. 1998.
4. Vogler, C.; Metaxas, D., "ASL recognition based on a coupling between HMMs and 3D motion analysis," ICCV98, Vol. 1, pp. 363, 1998.
5. Lawrence Rabiner, Biing-Hwang Juang, "Fundamentals of Speech Recognition", Prentice Hall, 1993.
6. T.J. Darrell and A.P. Pentland, "Space-time gestures", Recognition of space-time gestures using a distributed representation", Technical Report 197, MIT Media Laboratory Vision and Modeling Group, 1994.
7. A.F. Bobick and A.D. Wilson, "A state-based Technique for the Summarization and Recognition of Gesture", ICCV95, pp. 382-388, 1995.
8. J. G. Wilpon, C. H. Lee, and L. R. Rabiner, "Application of Hidden Markov Models for Recognition of a Limited Set of Words in Unconstrained Speech", Proc. ICASSP89, pp. 254-257, 1989.
9. J. G. Wilpon, L. R. Rabiner, C. H. Lee, and E.R. Goldman, "Automatic Recognition of Keywords in Unconstrained Speech Using Hidden Markov Models", IEEE Trans. On ASSP, Vol.38, No. 11, pp. 1870-1878, Nov. 1990.
10. J.R. Rohlicek, P. Jeanrenaud, K. Ng, H. Gish, B. Musicus and M. Siu, "Phonetic Training and Language Modeling for Word Spotting", Proc. ICASSP93, Vol. 2, pp 459-462, 1993.
11. J.Yang, Y.S. Xu, C.S. Chen, "Human Action Learning via Hidden Markov Model", IEEE Trans. On System Man & Sybernetics, Vol. 27, No. 1, Jan. 1997.
12. A.D. Wilson, A.F. Bobick, "Learning Visual Behavior for Gesture Analysis", International Symposium on Computer Vision, pp229-234, 1995.