A model-based complex background gesture recognition system

作者: Chung-Lin Huang , Ming-Shan Wu

DOI: 10.1109/ICSMC.1996.569746

关键词:

摘要: In this paper, a hand gesture recognition system is introduced to recognize the gestures of sequential digital number in complex background. We present method which uses flexible models describe shapes and its variability. First, we training set by manually labeled points located on boundary objects. Next, align all for examining statistics coordinates model over set. This can only fit new examples are similar corresponding From extracted features, judge state it belong to, entire continuous sequence. experiments, illustrate that both single number.

参考文章(11)
Aaron Bobick, Andrew D. Wilson, Using Configuration States for the Representation and Recognition of Gesture Universität Zürich. Multimedia Laboratory des Instituts für Informatik. ,(2000)
Thad E. Starner, Visual Recognition of American Sign Language Using Hidden Markov Models. Massachusetts Institute of Technology. ,(1995)
Chung-Lin Huang, Wen-Yi Huang, Cheng-Chang Lien, Sign language recognition using 3-D Hopfield neural network international conference on image processing. ,vol. 2, pp. 2611- 2611 ,(1995) , 10.1109/ICIP.1995.537553
Tomoichi Takahashi, Fumio Kishino, A hand gesture recognition method and its application Systems and Computers in Japan. ,vol. 23, pp. 38- 48 ,(1992) , 10.1002/SCJ.4690230304
C. Charayaphan, A.E. Marble, Image processing system for interpreting motion in American Sign Language Journal of Biomedical Engineering. ,vol. 14, pp. 419- 425 ,(1992) , 10.1016/0141-5425(92)90088-3
T.F. Cootes, C.J. Taylor, D.H. Cooper, J. Graham, Active shape models—their training and application Computer Vision and Image Understanding. ,vol. 61, pp. 38- 59 ,(1995) , 10.1006/CVIU.1995.1004
Shinichi Tamura, Shingo Kawasaki, Recognition of sign language motion images Pattern Recognition. ,vol. 21, pp. 343- 353 ,(1988) , 10.1016/0031-3203(88)90048-9
T. Darrell, A. Pentland, Space-time gestures computer vision and pattern recognition. pp. 335- 340 ,(1993) , 10.1109/CVPR.1993.341109
James Davis, Mubarak Shah, Visual gesture recognition IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 141, pp. 101- 106 ,(1994) , 10.1049/IP-VIS:19941058
D.P. Huttenlocher, J.J. Noh, W.J. Rucklidge, Tracking non-rigid objects in complex scenes international conference on computer vision. pp. 93- 101 ,(1993) , 10.1109/ICCV.1993.378231