| Presentation | 1996/12/13 Picture Segmentation Using a Genetic Algorithm and an MRF Model Toshihiro Miyamoto, Miki Haseyama, Hideo Kitajima, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method of picture segmentation using a Genetic algorithm (GA). One of the picture segmentation methods is derived with a Markov random field (MRF). It anodizes the texture of a picture and segments it into some regions. However, if the picture has gradation regions, the method can not segment it accurately. Further, a total number of the regions need to be known before execution. The proposed method estimates the parameters and can segment a picture of which the brightness is gradually changed. In this paper, the performance of the proposed method is verified by some simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | picture segmentation / region growing / genetic algorithm / Makov random field |
| Paper # | CS96-130 |
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| Conference Information | |
| Committee | CS |
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| Conference Date | 1996/12/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Communication Systems (CS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Picture Segmentation Using a Genetic Algorithm and an MRF Model |
| Sub Title (in English) | |
| Keyword(1) | picture segmentation |
| Keyword(2) | region growing |
| Keyword(3) | genetic algorithm |
| Keyword(4) | Makov random field |
| 1st Author's Name | Toshihiro Miyamoto |
| 1st Author's Affiliation | Faculty of Engineering, Hokkaido University() |
| 2nd Author's Name | Miki Haseyama |
| 2nd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| 3rd Author's Name | Hideo Kitajima |
| 3rd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| Date | 1996/12/13 |
| Paper # | CS96-130 |
| Volume (vol) | vol.96 |
| Number (no) | 402 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |