| Presentation | 2004/1/27 Segmentation of Color Images Using Texture Features and Fuzzy Region Growing Algorithm Osamu SUDO, Koji TSURUMA, Junji MAEDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We present the segmentation of naturel color images which controls an excessive patition. It is required for an image segmentation technique to reduce unnecessary regions while maintaining accurate segmentation of important regions. Segmentation of natural images containing both man-made objects and natural objects sometimes produces the excessive partition due to the texture regions. The purpose of the proposed method is to provide rough segmentation of texture regions in natural objects while keeping important edges in man-made objects by using fuzzy inference to integrate various features. Our method try to calculate the unified feature from the local fractal dimension and the statistical geometric features and propose to segment images by the fuzzy region growing algorithm. The effectiveness of the proposed method in comparison with the conventional method is confirmed through experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Segmentation / Texture Features / Fractal Dimension / SGF / Fuzzy Inference / Region Growing Algorithm |
| Paper # | ITS2003-78,IE2003-213 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2004/1/27(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 | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Segmentation of Color Images Using Texture Features and Fuzzy Region Growing Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Image Segmentation |
| Keyword(2) | Texture Features |
| Keyword(3) | Fractal Dimension |
| Keyword(4) | SGF |
| Keyword(5) | Fuzzy Inference |
| Keyword(6) | Region Growing Algorithm |
| 1st Author's Name | Osamu SUDO |
| 1st Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Koji TSURUMA |
| 2nd Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| 3rd Author's Name | Junji MAEDA |
| 3rd Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| Date | 2004/1/27 |
| Paper # | ITS2003-78,IE2003-213 |
| Volume (vol) | vol.103 |
| Number (no) | 640 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |