| Presentation | 2006/6/29 Feature Extraction Method for Age Estimation Using the GA Hironobu Fukai, Yasue Mitsukura, Hironori Takimoto, Minoru Fukumi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently in the world, many researches for age estimation method using biometrics are widely studied. Especially, age estimation using faces are used because of needless for physical contact. However, when the number of registrants in a system increases, the recognition accuracy of the system will be getting worse certainly. Therefore, in order to improve recognition accuracy of age estimation, it is necessary to extract feature region effective for recognition. In this paper, we analyze and examine about the individual features in a face using the SOM. Thus, by removing the area which is not valuable, we think that recognition accuracy is getting better. Furthermore, in order to show the effectiveness of the proposed method, we show the simulation examples by using the real data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Age Estimation / self-organized map (SOM) / genetic algorithm (GA) |
| Paper # | HIP2006-36 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2006/6/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Feature Extraction Method for Age Estimation Using the GA |
| Sub Title (in English) | |
| Keyword(1) | Age Estimation |
| Keyword(2) | self-organized map (SOM) |
| Keyword(3) | genetic algorithm (GA) |
| 1st Author's Name | Hironobu Fukai |
| 1st Author's Affiliation | Graduate School of Bio-Application and Systems Engineering (BASE)() |
| 2nd Author's Name | Yasue Mitsukura |
| 2nd Author's Affiliation | Graduate School of Bio-Application and Systems Engineering (BASE) |
| 3rd Author's Name | Hironori Takimoto |
| 3rd Author's Affiliation | Sasebo National College of Technology |
| 4th Author's Name | Minoru Fukumi |
| 4th Author's Affiliation | Faculty of Engineering, University of Tokushima |
| Date | 2006/6/29 |
| Paper # | HIP2006-36 |
| Volume (vol) | vol.106 |
| Number (no) | 143 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |