| Presentation | 2016-10-22 Iris Authentication using Local Spectral Features and their Relational Operations Miharu Aizawa, Keisuke Kameyama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, methods of personal authentication using biometric features have been attracting attention. Daugman's pioneering method using the Gabor filter for texture characterization is widely accepted in iris authentication. However, one of the issues is the degrading accuracy upon varied observation conditions during authentication. Therefore, in this work, we particularly focused on additive noise among the observation conditions and proposed a method that is robust against noise. The proposed method generates an iris code by using local higher-order moment spectra features and their relational operations. Through the experiments, we confirmed that the proposed method could obtain stable and high authentication rates using noisy images of 30~ 0[dB]. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Iris authentication / image feature / higher-order moment spectra |
| Paper # | BioX2016-32,MBE2016-46,NC2016-31 |
| Date of Issue | 2016-10-15 (BioX, MBE, NC) |
| Conference Information | |
| Committee | MBE / BioX / NC |
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| Conference Date | 2016/10/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Electro-Communication University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Masakatsu Nishigaki(Shizuoka Univ.) / Shigeo Sato(Tohoku Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Akira Otsuka(AIST) / Hiroshi Takano(Toyama Pref. Univ.) / Masafumi Hagiwara(Keio Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Akira Otsuka(Toyama Pref. Univ.) / Hiroshi Takano(NEC) / Masafumi Hagiwara(AIST) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Takahiro Aoki(Fujitsu Labs.) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Biometrics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Iris Authentication using Local Spectral Features and their Relational Operations |
| Sub Title (in English) | |
| Keyword(1) | Iris authentication |
| Keyword(2) | image feature |
| Keyword(3) | higher-order moment spectra |
| 1st Author's Name | Miharu Aizawa |
| 1st Author's Affiliation | University of Tsukuba(Univ. Tsukuba) |
| 2nd Author's Name | Keisuke Kameyama |
| 2nd Author's Affiliation | University of Tsukuba(Univ. Tsukuba) |
| Date | 2016-10-22 |
| Paper # | BioX2016-32,MBE2016-46,NC2016-31 |
| Volume (vol) | vol.116 |
| Number (no) | BioX-263,MBE-264,NC-265 |
| Page | pp.pp.83-88(BioX), pp.83-88(MBE), pp.83-88(NC), |
| #Pages | 6 |
| Date of Issue | 2016-10-15 (BioX, MBE, NC) |