| Presentation | 2014-01-24 People Re-identification with Auxiliary Knowledge Guanwen ZHANG, Jien KATO, Yu WANG, Kenji MASE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | People Re-identification / Auxiliary Knowledge / Adaptive Metric Learning / Local Distance Comparison |
| Paper # | PRMU2013-114,MVE2013-55 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2014/1/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | ENG |
| 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 |
| 1st Author's Name | Guanwen ZHANG |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Jien KATO |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Yu WANG |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Kenji MASE |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2014-01-24 |
| Paper # | PRMU2013-114,MVE2013-55 |
| Volume (vol) | vol.113 |
| Number (no) | 403 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |