| Presentation | 2007-02-22 A Study on Accurate Image Clustering Using Color Edges Takashi WATANABE, Miki HASEYAMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a similar image clustering method. We have proposed a image clustering scheme using image structures and quadratic form distances between color histograms. However, since this scheme cannot effectively utilize the distribution of colors within the target images, misclassification of these images is inevitable. In order to utilize these features more effectively, the proposed method classifies the images by the K-means algorithm based on distances between color correlograms, which can be utilized for describing the relationship of colors to spatial distances. Furthermore, by reconstructing clusters based on colors at the edges and their neighborhoods, the accurate image clustering can be realized. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | similar image clustering / color correlogram / edge |
| Paper # | ITS2006-44,IE2006-229 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2007/2/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Accurate Image Clustering Using Color Edges |
| Sub Title (in English) | |
| Keyword(1) | similar image clustering |
| Keyword(2) | color correlogram |
| Keyword(3) | edge |
| 1st Author's Name | Takashi WATANABE |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University() |
| 2nd Author's Name | Miki HASEYAMA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| Date | 2007-02-22 |
| Paper # | ITS2006-44,IE2006-229 |
| Volume (vol) | vol.106 |
| Number (no) | 536 |
| Page | pp.pp.- |
| #Pages | 4 |
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