| Presentation | 2007-10-26 A Passive 3D Face Recognition System and Its Performance Evaluation Akihiro HAYASAKA, Takuma SHIBAHARA, Koichi ITO, Takafumi AOKI, Hiroshi NAKAJIMA, Koji KOBAYASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a three-dimensional (3D) face recognition system using passive stereo vision. So far, the reported 3D face recognition techniques have used active 3D measurement methods to capture high-quality 3D facial information. However, active methods employ structured illumination (structure projection, phase shift, moire topography, etc.) or laser scanning, which is not desirable in many human recognition applications. Addressing this problem, we propose a face recognition system that uses (i) passive stereo vision to capture 3D facial information and (ii) 3D matching using an ICP (Iterative Closest Point) algorithm. Experimental evaluation demonstrates efficient recognition performance of the proposed system which is comparable with that of an active 3D face recognition system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | biometrics / face recognition / stereo vision / ICP algorithm / phase-only correlation |
| Paper # | SIP2007-129,ICD2007-118,IE2007-88 |
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| Conference Information | |
| Committee | ICD |
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| Conference Date | 2007/10/19(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 | Integrated Circuits and Devices (ICD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Passive 3D Face Recognition System and Its Performance Evaluation |
| Sub Title (in English) | |
| Keyword(1) | biometrics |
| Keyword(2) | face recognition |
| Keyword(3) | stereo vision |
| Keyword(4) | ICP algorithm |
| Keyword(5) | phase-only correlation |
| 1st Author's Name | Akihiro HAYASAKA |
| 1st Author's Affiliation | Graduate School of Information Sciences, Tohoku University() |
| 2nd Author's Name | Takuma SHIBAHARA |
| 2nd Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
| 3rd Author's Name | Koichi ITO |
| 3rd Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
| 4th Author's Name | Takafumi AOKI |
| 4th Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
| 5th Author's Name | Hiroshi NAKAJIMA |
| 5th Author's Affiliation | Yamatake Corporation |
| 6th Author's Name | Koji KOBAYASHI |
| 6th Author's Affiliation | Yamatake Corporation |
| Date | 2007-10-26 |
| Paper # | SIP2007-129,ICD2007-118,IE2007-88 |
| Volume (vol) | vol.107 |
| Number (no) | 288 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |