| Presentation | 2016-01-21 Extracting Co-occurrence Attributes for Person Re-identification Shota Nakano, Tappei Yotsumoto, Hiroki Yoshimuri, Masashi Nishiyama, Yoshio Iwai, Kazunori Sugahara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a novel method for extracting co-occurrence attributes for personre-identification. We define co-occurrence attributes by combining aplurality of single attributes，e.g. female wearing a red dress or long blonde hair. We aim to extract more informative features for person re-identification by using co-occurrence attributes compared with the ones by using only single attributes. The proposed method builds co-occurrence attribute classifiers in advance, infers signed distance of the attributes when acquiring person images, and computes features for person re-identification by using the signed distance weighted by a metric learning technique. We demonstrate improved performance of person re-identification by using co-occurrence attributes on a public database (VIPeR). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Person Re-identification / Attributes Extraction / Co-occurrence Attributes |
| Paper # | PRMU2015-120,MVE2015-42 |
| Date of Issue | 2016-01-14 (PRMU, MVE) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM / MVE |
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| Conference Date | 2016/1/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / / Minoru Kobayashi(Meiji Univ.) |
| Vice Chair | Shuji Senda(NEC) / Seiichi Uchida(Kyushu Univ.) / / Yoshinari Kameda(Univ. of Tsukuba) |
| Secretary | Shuji Senda(Mie Univ.) / Seiichi Uchida(DENSO IT Lab.) / / Yoshinari Kameda(Keio Univ.) |
| Assistant | Kazuaki Kondo(Kyoto Univ.) / Akisato Kimura(NTT) / / Reiko Ueoka(Kyushu Univ.) / Masaaki Iiyama(Kyoto Univ.) / Atsunobu Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media / Technical Committee on Multimedia and Virtual Environment |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extracting Co-occurrence Attributes for Person Re-identification |
| Sub Title (in English) | |
| Keyword(1) | Person Re-identification |
| Keyword(2) | Attributes Extraction |
| Keyword(3) | Co-occurrence Attributes |
| 1st Author's Name | Shota Nakano |
| 1st Author's Affiliation | Tottori University(Tottori Univ) |
| 2nd Author's Name | Tappei Yotsumoto |
| 2nd Author's Affiliation | System Engineering /Tottori UniversityDepartment, Melco Power Systems Co.Ltd(Melco Power Systems Co.Ltd/Tottori Univ) |
| 3rd Author's Name | Hiroki Yoshimuri |
| 3rd Author's Affiliation | Tottori University(Tottori Univ) |
| 4th Author's Name | Masashi Nishiyama |
| 4th Author's Affiliation | Tottori University(Tottori Univ) |
| 5th Author's Name | Yoshio Iwai |
| 5th Author's Affiliation | Tottori University(Tottori Univ) |
| 6th Author's Name | Kazunori Sugahara |
| 6th Author's Affiliation | Tottori University(Tottori Univ) |
| Date | 2016-01-21 |
| Paper # | PRMU2015-120,MVE2015-42 |
| Volume (vol) | vol.115 |
| Number (no) | PRMU-414,MVE-415 |
| Page | pp.pp.59-64(PRMU), pp.59-64(MVE), |
| #Pages | 6 |
| Date of Issue | 2016-01-14 (PRMU, MVE) |