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| Paper Abstract and Keywords | ||
| Presentation | 2019-03-15 10:15 Person Re-identification with Simultaneous Use of Individual and Group Appearance Features Shingo Inami (Tokyo Univ. of Science), Daisuke Sugimura (Tsuda Univ.), Takayuki Hamamoto (Tokyo Univ. of Science)  IMQ2018-58 IE2018-142 MVE2018-89 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a method for person re-identification (ReID). Conventional methods have utilized appearance features of individual target to perform ReID. However, we assume that it is difficult to extract discriminative image features from an image of individual. Our assumption suggests that it would be difficult to enhance the accuracy of ReID only using individual image features. To address this problem, we simultaneously exploit individual and group appearance features for ReID. Assuming that the observation areas of cameras are spatially close with each other, groups would be consistently observed between cameras. Since appearance features of groups provide us richer information than that of individual, we consider that the resulting performance of ReID can be further improved. Experiments using public dataset demonstrate the effectiveness of the proposed method. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Person re-identification / Group features / Saliency map / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 501, IE2018-142, pp. 201-204, March 2019. | |
| Paper # | IE2018-142 | |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) | |
| 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 | IMQ2018-58 IE2018-142 MVE2018-89 |
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| Conference Information | |
| Committee | IMQ IE MVE CQ |
| Conference Date | 2019-03-14 - 2019-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2019-03-IMQ-IE-MVE-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Person Re-identification with Simultaneous Use of Individual and Group Appearance Features |
| Sub Title (in English) | |
| Keyword(1) | Person re-identification |
| Keyword(2) | Group features |
| Keyword(3) | Saliency map |
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| 1st Author's Name | Shingo Inami |
| 1st Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 2nd Author's Name | Daisuke Sugimura |
| 2nd Author's Affiliation | Tsuda University (Tsuda Univ.) |
| 3rd Author's Name | Takayuki Hamamoto |
| 3rd Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
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| Speaker | Author-1 |
| Date Time | 2019-03-15 10:15:00 |
| Presentation Time | 25 minutes |
| Registration for | IE |
| Paper # | IMQ2018-58, IE2018-142, MVE2018-89 |
| Volume (vol) | vol.118 |
| Number (no) | no.500(IMQ), no.501(IE), no.502(MVE) |
| Page | pp.201-204 |
| #Pages | 4 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
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