| Presentation | 2006-05-26 Face Authentication System using 3D Frequency Component of Moving Image Nobuhiro Yamana, Akito Inbe, Fumihiro Miura, Akinobu Maejima, Shigeo Morishima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes the face authentication system of which the amount of the feature is 3D frequency components calculated by using 3D Fourier transform of a moving image that includes a face that changes the expression. We show that use of faces which changes the expression has effectiveness for prevention against impersonation attacks which is feared in face authentication that uses the still picture. As one of the characteristic of this system, the system authenticates without extracting face areas by using the frequency components as amount of feature. The used frequency terms is selected by Variance Analysis. Moreover, the authentication processing is watch-list form, and done by combining Multiple Discriminant Analysis and Mahalanobis' generalized distance measurement serially and using them. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face Authentication with Moving image / Frequency / Multiple Discriminant Analysis / Mahalanobis'generalized distance / impersonation attack |
| Paper # | PRMU2006-22,MI2006-22 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2006/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Face Authentication System using 3D Frequency Component of Moving Image |
| Sub Title (in English) | |
| Keyword(1) | Face Authentication with Moving image |
| Keyword(2) | Frequency |
| Keyword(3) | Multiple Discriminant Analysis |
| Keyword(4) | Mahalanobis'generalized distance |
| Keyword(5) | impersonation attack |
| 1st Author's Name | Nobuhiro Yamana |
| 1st Author's Affiliation | Faculty of Science and Engineering, Waseda University() |
| 2nd Author's Name | Akito Inbe |
| 2nd Author's Affiliation | Faculty of Science and Engineering, Waseda University |
| 3rd Author's Name | Fumihiro Miura |
| 3rd Author's Affiliation | Faculty of Science and Engineering, Waseda University |
| 4th Author's Name | Akinobu Maejima |
| 4th Author's Affiliation | Faculty of Science and Engineering, Waseda University |
| 5th Author's Name | Shigeo Morishima |
| 5th Author's Affiliation | Faculty of Science and Engineering, Waseda University |
| Date | 2006-05-26 |
| Paper # | PRMU2006-22,MI2006-22 |
| Volume (vol) | vol.106 |
| Number (no) | 73 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |