Integration of face and hand gesture recognition

Yung Wei Kao; Hui Zhen Gu; Shyan-Ming Yuan

doi:10.1109/ICCIT.2008.74

Integration of face and hand gesture recognition

Yung Wei Kao, Hui Zhen Gu, Shyan-Ming Yuan

資訊工程學系

研究成果: Conference contribution › 同行評審

10 引文斯高帕斯（Scopus）

摘要

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.

原文	English
主出版物標題	3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008
發行者	IEEE
頁面	330-335
頁數	6
ISBN（列印）	9780769534077
DOIs	https://doi.org/10.1109/ICCIT.2008.74
出版狀態	Published - 2008
事件	3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008 - Busan, 韓國持續時間: 11 11月 2008 → 13 11月 2008

出版系列

名字	Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008
卷	1

Conference

Conference	3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008
國家/地區	韓國
城市	Busan
期間	11/11/08 → 13/11/08

存取文件

10.1109/ICCIT.2008.74

其它文件與鏈接

Link to publication in Scopus

引用此

Kao, Y. W., Gu, H. Z., & Yuan, S.-M. (2008). Integration of face and hand gesture recognition. 於 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008 (頁 330-335). 文章 4682047 (Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008; 卷 1). IEEE. https://doi.org/10.1109/ICCIT.2008.74

@inproceedings{ae39de7cd0344c098871336971d1a8c6,

title = "Integration of face and hand gesture recognition",

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.",

author = "Kao, {Yung Wei} and Gu, {Hui Zhen} and Shyan-Ming Yuan",

year = "2008",

doi = "10.1109/ICCIT.2008.74",

language = "English",

isbn = "9780769534077",

series = "Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008",

publisher = "IEEE",

pages = "330--335",

booktitle = "3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008",

note = "3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008 ; Conference date: 11-11-2008 Through 13-11-2008",

}

Kao, YW, Gu, HZ & Yuan, S-M 2008, Integration of face and hand gesture recognition. 於 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008., 4682047, Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008, 卷 1, IEEE, 頁 330-335, 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008, Busan, 韓國, 11/11/08. https://doi.org/10.1109/ICCIT.2008.74

Integration of face and hand gesture recognition. / Kao, Yung Wei; Gu, Hui Zhen; Yuan, Shyan-Ming.
3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008. IEEE, 2008. p. 330-335 4682047 (Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008; 卷 1).

研究成果: Conference contribution › 同行評審

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T1 - Integration of face and hand gesture recognition

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AU - Gu, Hui Zhen

AU - Yuan, Shyan-Ming

PY - 2008

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N2 - 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.

AB - 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.

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M3 - Conference contribution

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T3 - Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008

SP - 330

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BT - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008

PB - IEEE

T2 - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008

Y2 - 11 November 2008 through 13 November 2008

ER -

Integration of face and hand gesture recognition

摘要

出版系列

Conference

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