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| Presentation | 2008-09-26 10:25 A Study of a Face Recognition Algorithm Using Phase-Only Correlation Akihiro Hayasaka, Koichi Ito, Takafumi Aoki (Tohoku Univ.), Hiroshi Nakajima, Koji Kobayashi (Yamatake Corp.)  SIP2008-98 SIS2008-33 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | biometrics / face recognition / facial expression / phase-only correlation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 213, SIP2008-98, pp. 47-52, Sept. 2008. | |
| Paper # | SIP2008-98 | |
| Date of Issue | 2008-09-18 (SIP, SIS) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | SIP2008-98 SIS2008-33 |
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| Conference Information | |
| Committee | SIS SIP IPSJ-AVM |
| Conference Date | 2008-09-25 - 2008-09-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tobata Campus, Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Signal Processing, Intelligent Multimedia Systems, etc. |
| Paper Information | |
| Registration To | SIP |
| Conference Code | 2008-09-SIS-SIP-AVM |
| Language | Japanese |
| 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 |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Akihiro Hayasaka |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Koichi Ito |
| 2nd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 3rd Author's Name | Takafumi Aoki |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 4th Author's Name | Hiroshi Nakajima |
| 4th Author's Affiliation | Yamatake Corporation (Yamatake Corp.) |
| 5th Author's Name | Koji Kobayashi |
| 5th Author's Affiliation | Yamatake Corporation (Yamatake Corp.) |
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| Speaker | Author-1 |
| Date Time | 2008-09-26 10:25:00 |
| Presentation Time | 25 minutes |
| Registration for | SIP |
| Paper # | SIP2008-98, SIS2008-33 |
| Volume (vol) | vol.108 |
| Number (no) | no.213(SIP), no.214(SIS) |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2008-09-18 (SIP, SIS) |
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