| Presentation | 2011-05-26 A Preliminary Study on Metadata Estimation Using Similar Images for Clustering Image Search Results Masaharu HIROTA, Naoki FUKUTA, Shohei YOKOYAMA, Hiroshi ISHIKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Although metadata are useful to obtain better clustering results on image clustering, some images do not have social tags or metadata about photo-taking conditions. In this paper, we propose a method to estimate those missing metadata of photo images that appear in search results on the Web to make better clustering. We estimate social tags or photo-taking conditions from other images in the image search result. To estimate metadata, our approach does not require another training set that is constructed from other images that are not included in the search result. We demonstrate that the proposed method effectively estimate missing metadata by showing the performance on search problems on a photo sharing site. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | metadata estimation / clustering |
| Paper # | AI2011-5 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2011/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Preliminary Study on Metadata Estimation Using Similar Images for Clustering Image Search Results |
| Sub Title (in English) | |
| Keyword(1) | metadata estimation |
| Keyword(2) | clustering |
| 1st Author's Name | Masaharu HIROTA |
| 1st Author's Affiliation | Graduate School of Informatics, Shizuoka University() |
| 2nd Author's Name | Naoki FUKUTA |
| 2nd Author's Affiliation | Department of Computer Science, Faculty of Informatics, Shizuoka University |
| 3rd Author's Name | Shohei YOKOYAMA |
| 3rd Author's Affiliation | Department of Computer Science, Faculty of Informatics, Shizuoka University |
| 4th Author's Name | Hiroshi ISHIKAWA |
| 4th Author's Affiliation | Department of Computer Science, Faculty of Informatics, Shizuoka University |
| Date | 2011-05-26 |
| Paper # | AI2011-5 |
| Volume (vol) | vol.111 |
| Number (no) | 70 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |