Title :
An Automatic Eye Wink Interpretation System for the Disable
Author :
Wei-Gang, Che ; Huang, Chung-Lin ; Hwang, Wen-Liang
Author_Institution :
Nat. Tsing-Hua Univ., Hsin-Chu
Abstract :
This paper proposes an automatic eye wink interpretation system for the severely handicapped people. First, we apply the support vector machine (SVM) and template matching algorithm to detect the eyes and then track the eye winks. Then, we convert the sequence of eye winks into code (binary digit) sequence. Finally, we use the dynamic programming to translate the eye wink sequence to a certain command for human-machine interface. In the experiments, our system demonstrates very good performance and high accuracy.
Keywords :
dynamic programming; gesture recognition; handicapped aids; image processing; man-machine systems; support vector machines; automatic eye wink interpretation system; binary digit sequence; dynamic programming; handicapped people; human-machine interface; support vector machine; template matching algorithm; Dynamic programming; Eyes; Face detection; Flowcharts; Humans; Image motion analysis; Informatics; Man machine systems; Skin; Support vector machines;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4284816