| Presentation | 2008-09-26 A Study of a Face Recognition Algorithm Using Phase-Only Correlation Akihiro HAYASAKA, 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 2D face recognition algorithm using Phase-Only Correlation (POC). A major problem in face recognition is that the recognition performance is significantly influenced by the facial expression changes. The facial expression changes decrease the recognition performance in the both cases of using 2D facial images and 3D face data. Addressing this problem, we propose a 2D face recognition algorithm using Phase-Only Correlation for face images with expression change. Our proposed algorithm consists of two steps: (i) normalize rotation and scaling using feature points on face images and (ii) calculate the matching scores using the POC-based sub-pixel correspondence search. Experimental evaluation using the AR Face Database demonstrates efficient recognition performance of the proposed algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | biometrics / face recognition / facial expression / phase-only correlation |
| Paper # | SIP2008-98,SIS2008-33 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2008/9/18(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 Study of a Face Recognition Algorithm Using Phase-Only Correlation |
| Sub Title (in English) | |
| Keyword(1) | biometrics |
| Keyword(2) | face recognition |
| Keyword(3) | facial expression |
| Keyword(4) | phase-only correlation |
| 1st Author's Name | Akihiro HAYASAKA |
| 1st Author's Affiliation | Graduate School of Information Sciences, Tohoku University() |
| 2nd Author's Name | Koichi ITO |
| 2nd Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
| 3rd Author's Name | Takafumi AOKI |
| 3rd Author's Affiliation | Graduate School of Information Sciences, Tohoku University |
| 4th Author's Name | Hiroshi NAKAJIMA |
| 4th Author's Affiliation | Yamatake Corporation |
| 5th Author's Name | Koji KOBAYASHI |
| 5th Author's Affiliation | Yamatake Corporation |
| Date | 2008-09-26 |
| Paper # | SIP2008-98,SIS2008-33 |
| Volume (vol) | vol.108 |
| Number (no) | 214 |
| Page | pp.pp.- |
| #Pages | 6 |
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