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| Presentation | 2018-03-08 15:55 Hierarchical Single Person Re-identification based on Group Detection and Re-identification Shingo Inami, Daisuke Sugimura, Takayuki Hamamoto (Tokyo Univ. of Science)  IMQ2017-44 IE2017-136 MVE2017-86 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a method for hierarchical single person re-identification based on group re-identification. We first estimate groups from videos taken with each camera. We extract features from local patches obtained from group images, and apply graph matching to estimate correspondeces between two group images. Using the estimated correspondences, we perform group re-identification. With the responses from group re-identification, we then perform single person re-identification. Because group re-identification allows us to reduce the size of candidates of pedestrian to be identified, the accuracy of single person re-identification can be improved. Experiment using public dataset demonstrates the effectiveness of the proposed method. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Single Person Re-identification / Group Re-identification / Group Detection / Graph Matching / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 484, IE2017-136, pp. 107-110, March 2018. | |
| Paper # | IE2017-136 | |
| Date of Issue | 2018-03-01 (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 | IMQ2017-44 IE2017-136 MVE2017-86 |
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| Conference Information | |
| Committee | CQ MVE IE IMQ |
| Conference Date | 2018-03-08 - 2018-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2018-03-CQ-MVE-IE-IMQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hierarchical Single Person Re-identification based on Group Detection and Re-identification |
| Sub Title (in English) | |
| Keyword(1) | Single Person Re-identification |
| Keyword(2) | Group Re-identification |
| Keyword(3) | Group Detection |
| Keyword(4) | Graph Matching |
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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 | Tokyo University of Science (Tokyo Univ. of Science) |
| 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 | 2018-03-08 15:55:00 |
| Presentation Time | 25 minutes |
| Registration for | IE |
| Paper # | IMQ2017-44, IE2017-136, MVE2017-86 |
| Volume (vol) | vol.117 |
| Number (no) | no.483(IMQ), no.484(IE), no.485(MVE) |
| Page | pp.107-110 |
| #Pages | 4 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |
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