DocumentCode
3198864
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
fYear
2007
fDate
2-5 July 2007
Firstpage
979
Lastpage
982
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICME.2007.4284816
Filename
4284816
Link To Document