| Presentation | 2006/11/17 A 3D Face Recognition System Using Passive Stereo Vision and Its Performance Evaluation Akihiro HAYASAKA, Takuma SHIBAHARA, Koichi ITO, Takafumi AOKI, Hiroshi NAKAJIMA, Koji KOBAYASHI, |
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| 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 systems assume the use of active 3D measurement for 3D facial capture. However, active methods employ structured illumination or laser scanning, which is not desirable in many human recognition applications. Addressing this problem, we propose a 3D face recognition system that uses (i) AdaBoost-based face detector to automatically extract a face region from an image and (ii) passive stereo vision to capture 3D facial information. Experimental evaluation demonstrates an efficient recognition performance of the proposed system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | face recognition / biometrics / stereo vision / face detection / AdaBoost |
| Paper # | SIS2006-65 |
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| Committee | SIS |
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| Conference Date | 2006/11/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A 3D Face Recognition System Using Passive Stereo Vision and Its Performance Evaluation |
| Sub Title (in English) | |
| Keyword(1) | face recognition |
| Keyword(2) | biometrics |
| Keyword(3) | stereo vision |
| Keyword(4) | face detection |
| Keyword(5) | AdaBoost |
| 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 | 2006/11/17 |
| Paper # | SIS2006-65 |
| Volume (vol) | vol.106 |
| Number (no) | 374 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |