| Presentation | 2011-07-01 Similarity-based Image Retrieval considering Color of Artifacts by Self-Organizing Map with Refractoriness Minato KOBAYASHI, Yuko OSANA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we propose a similarity-based image retrieval considering color and position of artifacts by self-organizing map with refractoriness. In the self-organizing map with refractoriness, the plural neurons in the map layer corresponding to the input can fire sequentially because of the refractoriness. The proposed system makes use of this property in order to retrieve plural similar images. In the proposed system, the retrieval considering (1) position of artifacts, (2) areas without artifacts and (3) color and position of artifacts can be realized. We carried out a series of computer experiments and confirmed that the proposed system can retrieve similar images considering color of artifacts from not only stored images but also unknown images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Similarity-based Image Retrieval / Self-Organizing Map / Refractoriness / Artifacts |
| Paper # | NLP2011-39 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2011/6/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Similarity-based Image Retrieval considering Color of Artifacts by Self-Organizing Map with Refractoriness |
| Sub Title (in English) | |
| Keyword(1) | Similarity-based Image Retrieval |
| Keyword(2) | Self-Organizing Map |
| Keyword(3) | Refractoriness |
| Keyword(4) | Artifacts |
| 1st Author's Name | Minato KOBAYASHI |
| 1st Author's Affiliation | Graduate School of Bionics, Computer and Media Sciences, Tokyo University of Technology() |
| 2nd Author's Name | Yuko OSANA |
| 2nd Author's Affiliation | Graduate School of Bionics, Computer and Media Sciences, Tokyo University of Technology |
| Date | 2011-07-01 |
| Paper # | NLP2011-39 |
| Volume (vol) | vol.111 |
| Number (no) | 106 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |