| Presentation | 2014-02-17 Improvement of Perceptual Segmentation Algorithm for Color Images Using Fuzzy-Based Split-and-Merge Method Takehito TANI, Takashi SAKUMA, Junji MAEDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image segmentation is a useful preprocessing in image recognition. The purpose of this paper is to develop the perceptual segmentation algorithm of natural color images. We propose the fuzzy-based split-and-merge algorithm as a segmentation method that integrates color features and texture features by using fuzzy inference. In the proposed algorithm, however, there are still the problems in the setting of parameters and how to use the features. In this paper, we propose an improved algorithm by using a method of determining the parameters and a split algorithm that reflects the effect of the features. To demonstrate the effectiveness of the proposed method, we perform the comparative experiments in comparison with the other methods using the evaluation with ground truth. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Perceptual segmentation / fuzzy-based split-and-merge algorithm / statistical geometrical features / ground truth / Dongen Index / PR Index |
| Paper # | ITS2013-41,IE2013-106 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2014/2/10(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 | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of Perceptual Segmentation Algorithm for Color Images Using Fuzzy-Based Split-and-Merge Method |
| Sub Title (in English) | |
| Keyword(1) | Perceptual segmentation |
| Keyword(2) | fuzzy-based split-and-merge algorithm |
| Keyword(3) | statistical geometrical features |
| Keyword(4) | ground truth |
| Keyword(5) | Dongen Index |
| Keyword(6) | PR Index |
| 1st Author's Name | Takehito TANI |
| 1st Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Takashi SAKUMA |
| 2nd Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| 3rd Author's Name | Junji MAEDA |
| 3rd Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| Date | 2014-02-17 |
| Paper # | ITS2013-41,IE2013-106 |
| Volume (vol) | vol.113 |
| Number (no) | 434 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |