A real-time gesture recognizer based on dynamic programming

作者: A.I. Tew , C.J. Gray

DOI: 10.1016/0141-5425(93)90113-D

关键词:

摘要: Coded gestures are physical movements to which precise meanings have been attached. Their use with an electronic pointing device potentially increases the power of pointer by allowing several distinct control functions be incorporated. The formation a coded gesture is invariably subject distortions make its automatic recognition difficult. After particular consideration three techniques, dynamic programming algorithm was developed and used in design real-time recognizer that allows mouse-driven software operated purely means pointer. decision taken implement using widely available, obsolescent microcomputer order keep down costs. Despite inevitable technical compromises this approach, results preliminary trials 10 normal subjects show average rate 98.3% confusion only 0.4%.

参考文章(11)
Hermann Ney, A Time Warping Approach to Fundamental Period Estimation systems man and cybernetics. ,vol. 12, pp. 383- 388 ,(1982) , 10.1109/TSMC.1982.4308828
WS Harwin, RD Jackson, Analysis of intentional head gestures to assist computer access by physically disabled people Journal of Biomedical Engineering. ,vol. 12, pp. 193- 198 ,(1990) , 10.1016/0141-5425(90)90040-T
Réjean Plamondon, Guy Lorette, Automatic signature verification and writer identification — the state of the art Pattern Recognition. ,vol. 22, pp. 107- 131 ,(1989) , 10.1016/0031-3203(89)90059-9
K. Yoshida, H. Sakoe, Online Handwritten Character Recognition for a Personal Computer System IEEE Transactions on Consumer Electronics. ,vol. 28, pp. 202- 209 ,(1982) , 10.1109/TCE.1982.353911
C. C. Tappert, Cursive Script Recognition by Elastic Matching IBM Journal of Research and Development. ,vol. 26, pp. 765- 771 ,(1982) , 10.1147/RD.266.0765
M. Parizeau, R. Plamondon, A comparative analysis of regional correlation, dynamic time warping, and skeletal tree matching for signature verification IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 12, pp. 710- 717 ,(1990) , 10.1109/34.56215
Arega W. Yohannes, Dynamic Programming ,(1957)
George L. Nemhauser, Introduction to dynamic programming ,(1966)