| Presentation | 2005-03-24 Face Authentication System using 3D Feature Points Akito INBE, Yasuyuki SATO, Akinobu MAEJIMA, Shigeo MORISHIMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose the Face Authentication System that uses 3D Feature Points. The authentication accuracy can be improved using three-dimensional data to the personal authentication obtained from the range scanner. If we use all three-dimensional data of the face for the personal authentication, however, volume data and the computational effort become huge. Therefore, we define the 3D Feature Points of the face to reduce the data amount in the first step. Then, we compare the authentication accuracy between the 2D surface(x, y) data of the 3D Feature Points and original 3D Feature Points in order to verify the 3D data's superiority. Also, in order to examine the possibility to reduce the data amount without decreasing the authentication accuracy, we implement an analysis of variance to the 3D Feature Points and then, use the 3D Feature Points, which have the large variance ratio, to the personal authentication. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 3D-Feature Points / Normalization / Multiple Discriminant Analysis / Face personal authentication / analysis of variance |
| Paper # | MVE2004-73 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2005/3/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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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 Feature Points |
| Sub Title (in English) | |
| Keyword(1) | 3D-Feature Points |
| Keyword(2) | Normalization |
| Keyword(3) | Multiple Discriminant Analysis |
| Keyword(4) | Face personal authentication |
| Keyword(5) | analysis of variance |
| 1st Author's Name | Akito INBE |
| 1st Author's Affiliation | Science & Engineering, Waseda University() |
| 2nd Author's Name | Yasuyuki SATO |
| 2nd Author's Affiliation | Faculty of Engineering, Seikei University |
| 3rd Author's Name | Akinobu MAEJIMA |
| 3rd Author's Affiliation | Science & Engineering, Waseda University |
| 4th Author's Name | Shigeo MORISHIMA |
| 4th Author's Affiliation | Science & Engineering, Waseda University |
| Date | 2005-03-24 |
| Paper # | MVE2004-73 |
| Volume (vol) | vol.104 |
| Number (no) | 748 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |