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| Presentation | 2014-01-24 15:30 People Re-identification with Auxiliary Knowledge Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase (Nagoya Univ.)  PRMU2013-114 MVE2013-55 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | There is an intrinsic issue in multiple-shot person re-identification: only a few training data for learning tasks are available in a realistic re-identification scenario. A novel adaptive metric learning method is introduced in this paper for multiple-shot people re-identification. By leveraging the auxiliary knowledge of re-identification together with the specific information of the target task, the proposed adaptive learning method is able to solve over-fitting problem caused by limited training data. We evaluated our approach on public benchmark datasets, and confirmed its superiority as compared to conventional approaches. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | People Re-identification / Auxiliary Knowledge / Adaptive Metric Learning / Local Distance Comparison / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 402, PRMU2013-114, pp. 251-255, Jan. 2014. | |
| Paper # | PRMU2013-114 | |
| Date of Issue | 2014-01-16 (PRMU, 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 | PRMU2013-114 MVE2013-55 |
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| Conference Information | |
| Committee | PRMU IPSJ-CVIM MVE |
| Conference Date | 2014-01-23 - 2014-01-24 |
| 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 | 2014-01-PRMU-CVIM-MVE |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | People Re-identification with Auxiliary Knowledge |
| Sub Title (in English) | |
| Keyword(1) | People Re-identification |
| Keyword(2) | Auxiliary Knowledge |
| Keyword(3) | Adaptive Metric Learning |
| Keyword(4) | Local Distance Comparison |
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| 1st Author's Name | Guanwen Zhang |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Jien Kato |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Yu Wang |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Kenji Mase |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-01-24 15:30:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2013-114, MVE2013-55 |
| Volume (vol) | vol.113 |
| Number (no) | no.402(PRMU), no.403(MVE) |
| Page | pp.251-255 |
| #Pages | 5 |
| Date of Issue | 2014-01-16 (PRMU, MVE) |
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