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| Presentation | 2016-10-21 10:00 A Study of Bases Definition in Sparse Representation based Classification for Face Recognition Hideaki Watanabe (Tohoku Univ.), Yuji Waizumi (Nihon Univ.), Shun Kataoka, Kazuyuki Tanaka (Tohoku Univ.)  PRMU2016-98 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recognizing human faces from camera images by computer is challenging problem for application to many things such as crime prevention system. To deal with recognition problem with noise such as sunglasses or scarf, Sparse Representation based Classification (SRC) was proposed. In this method, however, recognition accuracy would be poor if the noise had a spread as a plane. For noise robust face recognition, we propose new SRC by introducing dictionary learning or geometrical bases. In recognition experiment, we demonstrated that our proposed method can achieve higher recognition accuracy. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | face recognition / SRC / geometrical bases / dictionary learning / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 259, PRMU2016-98, pp. 43-48, Oct. 2016. | |
| Paper # | PRMU2016-98 | |
| Date of Issue | 2016-10-13 (PRMU) | |
| 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 | PRMU2016-98 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2016-10-20 - 2016-10-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2016-10-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Bases Definition in Sparse Representation based Classification for Face Recognition |
| Sub Title (in English) | |
| Keyword(1) | face recognition |
| Keyword(2) | SRC |
| Keyword(3) | geometrical bases |
| Keyword(4) | dictionary learning |
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| 1st Author's Name | Hideaki Watanabe |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Yuji Waizumi |
| 2nd Author's Affiliation | Nihon University (Nihon Univ.) |
| 3rd Author's Name | Shun Kataoka |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 4th Author's Name | Kazuyuki Tanaka |
| 4th Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-10-21 10:00:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2016-98 |
| Volume (vol) | vol.116 |
| Number (no) | no.259 |
| Page | pp.43-48 |
| #Pages | 6 |
| Date of Issue | 2016-10-13 (PRMU) |
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