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 Japanese) | (See Japanese page) |
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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | face recognition / simple PCA / neural networks / genetic algorithm |
Paper # | NC2002-13 |
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Committee | NC |
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Conference Date | 2002/6/20(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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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 |