| Presentation | 2007-03-16 Image Retrieval with Automatic Labeling with Users' Queries : Growable Search Engine by Users Shigeru IGUCHI, Hayato YAMANA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes an image retrieval system whose images are labeled and search precision is improved while the system is used. Image retrieval is categorized into two major types: one type is Text-based Image Retrieval(TBIR) which uses keywords(texts) as queries; another type is Content-based Image Retrieval(CBIR) which uses images as queries. TBIR returns images related in linguistics and meaning, CBIR returns images related in look and feel. Moreover, TBIR takes extra effort for labeling images; CBIR does not need labeling, but it does not take into account effective information of keywords. Against that, in this paper, we propose the image retrieval system which uses both keywords and images as queries and returns images related in meaning and look. The feature of this system is that labeling advances and search precision is improved while the system is used. The experimental results show rises of labeling rate, average number of label, precision and F-measure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image retrieval / content-based image retrieval(CBIR) / image labeling |
| Paper # | PRMU2006-265 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/3/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Retrieval with Automatic Labeling with Users' Queries : Growable Search Engine by Users |
| Sub Title (in English) | |
| Keyword(1) | image retrieval |
| Keyword(2) | content-based image retrieval(CBIR) |
| Keyword(3) | image labeling |
| 1st Author's Name | Shigeru IGUCHI |
| 1st Author's Affiliation | Graduate Scholl of Science and Engineering, Waseda University() |
| 2nd Author's Name | Hayato YAMANA |
| 2nd Author's Affiliation | Science and Engineering Waseda, University:National Institute of Informatics |
| Date | 2007-03-16 |
| Paper # | PRMU2006-265 |
| Volume (vol) | vol.106 |
| Number (no) | 606 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |