| Presentation | 2005-02-03 Rough Segmentation of Color Images Based on Hierarchical Algorithm Using Texture Features Ryo ISHII, Junji MAEDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this paper is to roughly segment color images containing both man-made objects and natural objects. 'Rough segmentation' means the type of segmentation in which the region of a tree is regarded as one region in contrast to detailed segmentation that considers a tree as many branch regions and leaf regions. We propose the modified version of the hierarchical segmentation method based on fuzzy inference that integrates three features into the algorithm : the brightness feature and the chromatic feature as color features, and the statistical geometrical features as texture features. The proposed method tries to provide rough segmentation of man-made objects and natural objects. The comparative experiments with the conventional method are performed to demonstrate the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Statistical Geometrical Features / Hierarchical Segmentation Algorithm / Fuzzy Inference / L^*a^*b^* Color Features |
| Paper # | ITS2004-52,IE2004-186 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2005/1/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Rough Segmentation of Color Images Based on Hierarchical Algorithm Using Texture Features |
| Sub Title (in English) | |
| Keyword(1) | Statistical Geometrical Features |
| Keyword(2) | Hierarchical Segmentation Algorithm |
| Keyword(3) | Fuzzy Inference |
| Keyword(4) | L^*a^*b^* Color Features |
| 1st Author's Name | Ryo ISHII |
| 1st Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Junji MAEDA |
| 2nd Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| Date | 2005-02-03 |
| Paper # | ITS2004-52,IE2004-186 |
| Volume (vol) | vol.104 |
| Number (no) | 646 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |