| Presentation | 1996/10/17 Comparison of Color Space Models in ISODATA Clustering Method Keiko Takahashi, Keiichi Abe, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This report describes comparison of the eight color spaces: RGB, and five HSV models and two ULCS models, applied to color image segmentation using ISODATA clustering algorithm. We use Mancel standard color chart, which is designed based on human color perception, so that we compare them from the same criterion. In comparing of color space models, it is important whether they suit for a Particular image segmentation method. In this study we adopted the ISODATA clustering method. First we define the necessary conditions of an appropriate color model for ISODATA clustering method, and decide two indices for those conditions: degree of concentration and the average distance between clusters. Then we compute the indices and compare the eight color models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | color image segmentation / clustering / ISODATA algorithm / color space models / Mancel color chart |
| Paper # | HIP96-22 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 1996/10/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Comparison of Color Space Models in ISODATA Clustering Method |
| Sub Title (in English) | |
| Keyword(1) | color image segmentation |
| Keyword(2) | clustering |
| Keyword(3) | ISODATA algorithm |
| Keyword(4) | color space models |
| Keyword(5) | Mancel color chart |
| 1st Author's Name | Keiko Takahashi |
| 1st Author's Affiliation | Seirei Gakuen Junior College of Nursing() |
| 2nd Author's Name | Keiichi Abe |
| 2nd Author's Affiliation | Department of Computer Science Faculty of Information Shizuoka University |
| Date | 1996/10/17 |
| Paper # | HIP96-22 |
| Volume (vol) | vol.96 |
| Number (no) | 306 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |