| Presentation | 2016-06-16 A generation scheme of random unitary matrices for template protection Yuko Saito, Sayaka Shiota, Hitoshi Kiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Random unitary matrices-based template protection methods have been proposed as one of biometric template protection schemes. In the prior studies, a template is protected by two matrices, i.e, an unitary matrix with fixed values and one with random values. These methods have lower calculation costs than these of the Gram-Schmidt orthogonalization, and can also generate integer protected templates. However, these methods have been pointed out that the cross matching performance and the randomness of a protected template depend on the combination of random unitary matrices. In this study,to overcome these problems, we propose a new generation method of a random unitary matrix. In the proposed method, a template is protected by three matrices, i.e, an unitary matrix with fixed values and two unitary matrix with random values. In addition, we propose to use a permutation matrix having plus or minus sign in a random order as a random matrix. We perform some face recognition experiments to evaluate the cross matching performance and the randomness of a protected template and show the effectiveness of the proposed scheme. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Biometrics / Template protection / random unitary matrices |
| Paper # | CAS2016-14,VLD2016-20,SIP2016-48,MSS2016-14 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | VLD / CAS / MSS / SIP |
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| Conference Date | 2016/6/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hirosaki Shiritsu Kanko-kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System, signal processing and related topics |
| Chair | Takashi Takenana(NEC) / Toshihiko Takahashi(Niigata Univ.) / Satoshi Yamane(Kanazawa Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Vice Chair | Hiroyuki Ochi(Ritsumeikan Univ.) / Mitsuru Hiraki(Renesas) / Morikazu Nakamura(Univ. of Ryukyus) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) |
| Secretary | Hiroyuki Ochi(Fujitsu Labs.) / Mitsuru Hiraki(Hiroshima City Univ.) / Morikazu Nakamura(Tohoku Univ.) / Masahiro Okuda(Renesas) / Shogo Muramatsu(Yamaguchi Univ.) |
| Assistant | Parizy Matthieu(Fujitsu Labs.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) / Hideki Kinjo(Okinawa Univ.) / Osamu Watanabe(Takushoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Circuits and Systems / Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A generation scheme of random unitary matrices for template protection |
| Sub Title (in English) | |
| Keyword(1) | Biometrics |
| Keyword(2) | Template protection |
| Keyword(3) | random unitary matrices |
| 1st Author's Name | Yuko Saito |
| 1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 2nd Author's Name | Sayaka Shiota |
| 2nd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 3rd Author's Name | Hitoshi Kiya |
| 3rd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| Date | 2016-06-16 |
| Paper # | CAS2016-14,VLD2016-20,SIP2016-48,MSS2016-14 |
| Volume (vol) | vol.116 |
| Number (no) | CAS-93,VLD-94,SIP-95,MSS-96 |
| Page | pp.pp.73-78(CAS), pp.73-78(VLD), pp.73-78(SIP), pp.73-78(MSS), |
| #Pages | 6 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |