| Presentation | 2020-03-16 Faster Approximate Nearest Neighbor Search using Label Information of Images Onur Guler, Yusuke Matsui, Yoichi Sato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image retrieval systems commonly assume that the query images have the same distribution with the searched database. However, user queries are often limited by their surroundings and everyday life of the users. For example, a chef may search for kitchen equipment whereas a researcher would search for objects such as a computer and lab equipment. By reducing the search space for the image retrieval task according to user preferences, we can obtain a personalized, faster solution. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image retrieval / User requirements / Personalization / Reduced search space |
| Paper # | PRMU2019-85 |
| Date of Issue | 2020-03-09 (PRMU) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM |
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| Conference Date | 2020/3/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Toru Tamaki(Hiroshima Univ.) / Akisato Kimura(NTT) |
| Secretary | Toru Tamaki(NTT) / Akisato Kimura(OMRON SINICX) |
| Assistant | Yusuke Uchida(DeNA) / Takayoshi Yamashita(Chubu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Faster Approximate Nearest Neighbor Search using Label Information of Images |
| Sub Title (in English) | |
| Keyword(1) | Image retrieval |
| Keyword(2) | User requirements |
| Keyword(3) | Personalization |
| Keyword(4) | Reduced search space |
| 1st Author's Name | Onur Guler |
| 1st Author's Affiliation | The University of Tokyo(UTokyo) |
| 2nd Author's Name | Yusuke Matsui |
| 2nd Author's Affiliation | The University of Tokyo(UTokyo) |
| 3rd Author's Name | Yoichi Sato |
| 3rd Author's Affiliation | The University of Tokyo(UTokyo) |
| Date | 2020-03-16 |
| Paper # | PRMU2019-85 |
| Volume (vol) | vol.119 |
| Number (no) | PRMU-481 |
| Page | pp.pp.101-106(PRMU), |
| #Pages | 6 |
| Date of Issue | 2020-03-09 (PRMU) |