| Presentation | 2007-02-23 Face authentication system for large scale database by PCA of 3D face model fitted to range scan data Yusuke NONAKA, 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) | In this paper, we propose an authentication system using 3D face geometry. We perform the principal component analysis for coordinates of 515 vertices of 3D mesh model adjusted to 3D personal face range scan data. And then principal components are treated as personal feature. First, this system quantizes nonlinearly principal component on an each component axis by normalizing distribution to reduce calculation cost. Second, using integration value of Gaussian function as a distance measure, this system authenticates the candidate. As an experimental result, HER is recorded with 4.53% when the 3D face database is composed of 2782 people and all of people are registrants. Additionally when the registrants are 15 people with 2782 outsiders, EER is 2.32(%). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face authentification / 3D face geometry / Principal component analysis / Large-scale 3D face database |
| Paper # | PRMU2006-232,HIP2006-125 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2007/2/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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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 for large scale database by PCA of 3D face model fitted to range scan data |
| Sub Title (in English) | |
| Keyword(1) | Face authentification |
| Keyword(2) | 3D face geometry |
| Keyword(3) | Principal component analysis |
| Keyword(4) | Large-scale 3D face database |
| 1st Author's Name | Yusuke NONAKA |
| 1st Author's Affiliation | Department of Science and Engineering, Waseda University() |
| 2nd Author's Name | Nobuhiro YAMANA |
| 2nd Author's Affiliation | Department of Science and Engineering, Waseda University |
| 3rd Author's Name | Akito INBE |
| 3rd Author's Affiliation | Department of Science and Engineering, Waseda University |
| 4th Author's Name | Fumihiro MIURA |
| 4th Author's Affiliation | Department of Science and Engineering, Waseda University |
| 5th Author's Name | Akinobu MAEJIMA |
| 5th Author's Affiliation | Department of Science and Engineering, Waseda University |
| 6th Author's Name | Shigeo MORISHIMA |
| 6th Author's Affiliation | Department of Science and Engineering, Waseda University |
| Date | 2007-02-23 |
| Paper # | PRMU2006-232,HIP2006-125 |
| Volume (vol) | vol.106 |
| Number (no) | 541 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |