Real-time gesture recognition with minimal training requirements and on-line learning

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2007, Pages

  Rajko, Stjepan ^a   Qian, Gang ^a   Ingalls, Todd ^a   James, Jodi ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DISTANCE EDUCATION; HIDDEN MARKOV MODELS; ONLINE SYSTEMS; SEMANTICS;

ON-LINE LEARNING; OPTICAL MOTION CAPTURE; STATE TRANSITION PROBABILITIES;

GESTURE RECOGNITION;

EID: 34948815099     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2007.383330     Document Type: Conference Paper

References (10)

1. S. Aji and R. McEliece. The generalized distributive law. IEEE Trans. on Information Theory, 46(2):325-343, March 2000.
2. A. Corradini. Dynamic time warping for off-line recognition of a small gesture vocabulary. In Proceedings of the IEEE ICCV RATFG-RTS'01, page 82, Washington, DC, USA, 2001. IEEE.
3. S. Fine, Y. Singer, and N. Tishby. The hierarchical hidden markov model: Analysis and applications. Machine Learning, 32(1):41-62, 1998.
4. J. B. Kruskall and M. Liberman. The symmetric time warping algorithm: From continuous to discrete. In Time Warps, String Edits and Macromolecules. Addison-Wesley, 1983.
5. F. Kschischang, B. J. Frey, and H.-A. Loeliger. Factor graphs and the sum-product algorithm. IEEE Transactions on Information Theory, 47, 2001.
6. C. Lee and Y. Xu. Online, interactive learning of gestures for human/robot interfaces. In 1996 IEEE International Conference on Robotics and Automation, volume 4, pages 2982-2987, 1996.
7. W. J. Masek and M. S. Paterson. A faster algorithm for computing string edit distances. Journal of Computer and System Sciences, 20:18-31, 1980.
8. K. P. Murphy. Dynamic Bayesian Networks: Representation, Inference and Learning. PhD thesis, UC Berkeley, Computer Science Division, 2001.
9. S. Rajko and G. Qian. A hybrid hmm/dpa adaptive gesture recognition method. In ISVC, pages 227-234, 2005.
10. Sensiva. Symbol commander [computer software], http://www.sensiva.com/ products/index.html, 2005.