Presentation 2002/6/20
A Design of Face Detection System Using the NN and the Simple PCA
Hironori TAKIMOTO, Yasue MITSUKURA, Minoru FUKUMI, Norio AKAMATSU,
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Abstract(in English) Recently in the world, many researches of individual recognition method using biometrics are widely done. Especially, individual recognition using faces are used because of needless for physical contact. When we specify with an individual, the information from a face is the most reliable. In this paper, we propose the new method of individual recognition using Simple PCA and NN. Individual recognition system needs to have not only ability to recognize the registrant correctly but also ability to reject the other person certainly. Therefore, our objective is to reject certainly the other person. Furthermore, we analyzed and examined about the individual feature in a face using GA. Moreover, in order to show the effectiveness of the proposed method, we show computer simulations by using real image. From these results, we show the effectiveness.
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Keyword(in English) face recognition / simple PCA / neural networks / genetic algorithm
Paper # NC2002-13
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Committee NC
Conference Date 2002/6/20(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Design of Face Detection System Using the NN and the Simple PCA
Sub Title (in English)
Keyword(1) face recognition
Keyword(2) simple PCA
Keyword(3) neural networks
Keyword(4) genetic algorithm
1st Author's Name Hironori TAKIMOTO
1st Author's Affiliation Department of Infomation Science & Intelligent Systems, Faculty of Engineering University of Tokushima()
2nd Author's Name Yasue MITSUKURA
2nd Author's Affiliation Department of Infomation Science & Intelligent Systems, Faculty of Engineering University of Tokushima
3rd Author's Name Minoru FUKUMI
3rd Author's Affiliation Department of Infomation Science & Intelligent Systems, Faculty of Engineering University of Tokushima
4th Author's Name Norio AKAMATSU
4th Author's Affiliation Department of Infomation Science & Intelligent Systems, Faculty of Engineering University of Tokushima
Date 2002/6/20
Paper # NC2002-13
Volume (vol) vol.102
Number (no) 157
Page pp.pp.-
#Pages 6
Date of Issue