| Presentation | 2010-02-16 Perceptual Segmentation of Natural Color Images by Fuzzy-Based Split-and-Merge Algorithm and It's Evaluation Tatsuya HIGASHIKAWA, 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 develop the perceptual segmentation algorithm of natural color images, and to quantitatively evaluate the algorithm using ground truth images that are human-segmented results. We propose the fuzzy-based split-and-merge algorithm as perceptual segmentation method that integrates color features and texture features by using fuzzy inference. We perform the comparative experiments of the proposed method in comparison with the other methods to demonstrate the effectiveness of the proposed method, in which the Normalized Probabilistic Rand Index and the Dongen Index are used as the measures of evaluation with ground truth images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Perceptual segmentation / fuzzy-based split-and-merge algorithm / statistical geometrical features / evaluation / ground truth / Normalized Probabilistic Rand Index / Dongen Index |
| Paper # | ITS2009-72,IE2009-166 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2010/2/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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 by Fuzzy-Based Split-and-Merge Algorithm and It's Evaluation |
| Sub Title (in English) | |
| Keyword(1) | Perceptual segmentation |
| Keyword(2) | fuzzy-based split-and-merge algorithm |
| Keyword(3) | statistical geometrical features |
| Keyword(4) | evaluation |
| Keyword(5) | ground truth |
| Keyword(6) | Normalized Probabilistic Rand Index |
| Keyword(7) | Dongen Index |
| 1st Author's Name | Tatsuya HIGASHIKAWA |
| 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 | 2010-02-16 |
| Paper # | ITS2009-72,IE2009-166 |
| Volume (vol) | vol.109 |
| Number (no) | 414 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |