| Presentation | 2019-03-15 Person Re-identification with Simultaneous Use of Individual and Group Appearance Features Shingo Inami, Daisuke Sugimura, Takayuki Hamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Person re-identification / Group features / Saliency map |
| Paper # | IMQ2018-58,IE2018-142,MVE2018-89 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | IMQ / IE / MVE / CQ |
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| Conference Date | 2019/3/14(2days) |
| 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 |
| Chair | Kenji Sugiyama(Seikei Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Mase(Nagoya Univ.) / Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(Sony) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(Kyushu Univ.) / Jun Okamoto(Nagoya Univ.) |
| Assistant | Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Image Media Quality / Technical Committee on Image Engineering / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2019-03-15 |
| Paper # | IMQ2018-58,IE2018-142,MVE2018-89 |
| Volume (vol) | vol.118 |
| Number (no) | IMQ-500,IE-501,MVE-502 |
| Page | pp.pp.201-204(IMQ), pp.201-204(IE), pp.201-204(MVE), |
| #Pages | 4 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |