| Presentation | 2007-02-22 Perceptual Segmentation of Natural Color Images Using Hierarchical Algorithm Akimitsu KAWANO, Hiroto YOKOGISIZAWA, Junji MAEDA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this paper is perceptual segmentation of natural color images containing man-made objects and natural objects. Perceptual segmentation is defined 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 hierarchical segmentation algorithm that integrates the L*a*b* components as color features and the statistical geometrical features as texture features by using fuzzy inference. The proposed method is composed of four stages: simple splitting, local merging, global merging and boundary refinement. The comparative experiments with the existing method are performed to demonstrate the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hierarchical segmentation algorithm / fuzzy inference / L^*a^*b^* color features / statistical geometrical |
| Paper # | ITS2006-48,IE2006-233 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2007/2/15(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) | Perceptual Segmentation of Natural Color Images Using Hierarchical Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Hierarchical segmentation algorithm |
| Keyword(2) | fuzzy inference |
| Keyword(3) | L^*a^*b^* color features |
| Keyword(4) | statistical geometrical |
| 1st Author's Name | Akimitsu KAWANO |
| 1st Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Hiroto YOKOGISIZAWA |
| 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 | 2007-02-22 |
| Paper # | ITS2006-48,IE2006-233 |
| Volume (vol) | vol.106 |
| Number (no) | 534 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |