| Presentation | 2001/5/11 Quantitative Evaluation of Segmentation Results of Color Images Masaki MATSUURA, Keiko TAKAHASHI, Takahiro SUGIYAMA, Keiichi ABE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we report a study on the evaluation of segmentation results of color images. First we made human evaluation experiments for evaluating various segmentaion results of eleven color images, using ten-scale grading, by eight subjects. Next we proposed three criteria for evaluating segmentation results: (1) uniformity of colors in a region, (2) number of proper region boundary pixels, and (3) number of improper region boundary pixels, and their evaluating formulas. In order to integrate the above three evaluations into a single evaluating function, we made a regression analysis from the three kinds of evaluating values to the average human evaluated scores of the segmentation results. If we omit undersegmented results, we obtained an evaluating function producing estimations satisfactorily close to human evaluations, both for training images and for images not used in the regression analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Color image / Segmentation / Segmentation results / Performance evaluation / Uniformity of region / Region boundary |
| Paper # | PRMU2001-15 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/5/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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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) | Quantitative Evaluation of Segmentation Results of Color Images |
| Sub Title (in English) | |
| Keyword(1) | Color image |
| Keyword(2) | Segmentation |
| Keyword(3) | Segmentation results |
| Keyword(4) | Performance evaluation |
| Keyword(5) | Uniformity of region |
| Keyword(6) | Region boundary |
| 1st Author's Name | Masaki MATSUURA |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Shizuoka University() |
| 2nd Author's Name | Keiko TAKAHASHI |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Shizuoka University |
| 3rd Author's Name | Takahiro SUGIYAMA |
| 3rd Author's Affiliation | Faculty of Information, Shizuoka University |
| 4th Author's Name | Keiichi ABE |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Shizuoka University:Faculty of Information, Shizuoka University |
| Date | 2001/5/11 |
| Paper # | PRMU2001-15 |
| Volume (vol) | vol.101 |
| Number (no) | 58 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |