| Presentation | 2004-09-17 Interactive content-based image retrieval using group-based relevance feedback Gang ZHAO, Aki KOBAYASHI, Yoshinori SAKAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we proposed a novel interactive image retrieval system using group-based relevance feedback, by which the user interacts with the system using multiple groups of images. In this system, by grouping images according to the user's diffrent perspective, the user's retrieval intent can be easily estimated. Moreover, the retrieval results are shown in groups corresponding to the user-established groups, by which, the user can understand why the system gives such results. To implement this system, we also proposed an efficient learning method with Reduct of Rough Set Theory to estimate the user's retrieval intent. At the end of this paper, some retrieval results will be shown to demonstrate the effectivity of the proposed system and learning method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Interactive image retrieval / Group-based relevance feedback / Rough Set Theory / Reduct |
| Paper # | CQ2004-89,OIS2004-43,IE2004-50 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2004/9/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Interactive content-based image retrieval using group-based relevance feedback |
| Sub Title (in English) | |
| Keyword(1) | Interactive image retrieval |
| Keyword(2) | Group-based relevance feedback |
| Keyword(3) | Rough Set Theory |
| Keyword(4) | Reduct |
| 1st Author's Name | Gang ZHAO |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Tokyo Institute of Technology() |
| 2nd Author's Name | Aki KOBAYASHI |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Tokyo Institute of Technology |
| 3rd Author's Name | Yoshinori SAKAI |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Tokyo Institute of Technology |
| Date | 2004-09-17 |
| Paper # | CQ2004-89,OIS2004-43,IE2004-50 |
| Volume (vol) | vol.104 |
| Number (no) | 310 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |