DocumentCode
3493367
Title
Integration of Face and Hand Gesture Recognition
Author
Kao, Yung-Wei ; Gu, Hui-Zhen ; Yuan, Shyan-Ming
Author_Institution
Dept. of Comput. Sci. & Eng., Nat. Chiao Tung Univ., Hsinchu
Volume
1
fYear
2008
fDate
11-13 Nov. 2008
Firstpage
330
Lastpage
335
Abstract
Face recognition and hand gesture recognition technologies have been developed separately for many years. Usually they are treated as independent systems. In this paper, we integrate the face and hand gesture recognition. We claim that the face recognition rate can be improved by hand gesture recognition. Also, we propose a security elevator scenario. Finally, we simulate this security elevator scenario by PCA method, based on the ORL database, and show that the face recognition rate and overall accuracy is improved after integration. We believe that this is a general method to integrate two recognition engines, not only for face and hand gesture recognition.
Keywords
face recognition; gesture recognition; principal component analysis; ORL database; PCA method; face recognition; hand gesture recognition; security elevator scenario; Artificial neural networks; Computer science; Data security; Elevators; Engines; Face recognition; Hidden Markov models; Pattern recognition; Principal component analysis; Space technology; face recognition; hand gesture;
fLanguage
English
Publisher
ieee
Conference_Titel
Convergence and Hybrid Information Technology, 2008. ICCIT '08. Third International Conference on
Conference_Location
Busan
Print_ISBN
978-0-7695-3407-7
Type
conf
DOI
10.1109/ICCIT.2008.74
Filename
4682047
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