| Presentation | 2018-10-12 Evaluation for individuality of intermediate output from CNN-based gait classification network Kousuke Moriwaki, Daigo Muramatsu, Noriko Takemura, Yasushi Yagi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In personal authentication using convolutional neural network, we often use attribute information besides input's personal ID. However, its attribute information includes personal information, so we have to be careful to deal it. In this paper, I validate which personal attribute has how much personal information, and evaluate the relation between the attribute estimation ability and its personal authentication ability. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gait Recognition / Deep Learning / Personal Attribute / Personal Information |
| Paper # | BioX2018-27 |
| Date of Issue | 2018-10-04 (BioX) |
| Conference Information | |
| Committee | BioX |
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| Conference Date | 2018/10/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nobumoto Ohama Memorial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Biometrics, etc. |
| Chair | Kazuhiko Sumi(AGU) |
| Vice Chair | Hitoshi Imaoka(NEC) / Tetsushi Ohki(Shizuoka Univ.) |
| Secretary | Hitoshi Imaoka(Fujitsu Labs.) / Tetsushi Ohki(Univ. of Electro-Comm.) |
| Assistant | Norihiro Okui(KDDI Research) / Daishi Watabe(Saitama Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation for individuality of intermediate output from CNN-based gait classification network |
| Sub Title (in English) | |
| Keyword(1) | Gait Recognition |
| Keyword(2) | Deep Learning |
| Keyword(3) | Personal Attribute |
| Keyword(4) | Personal Information |
| 1st Author's Name | Kousuke Moriwaki |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Daigo Muramatsu |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Noriko Takemura |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| 4th Author's Name | Yasushi Yagi |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2018-10-12 |
| Paper # | BioX2018-27 |
| Volume (vol) | vol.118 |
| Number (no) | BioX-236 |
| Page | pp.pp.45-49(BioX), |
| #Pages | 5 |
| Date of Issue | 2018-10-04 (BioX) |