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Paper Abstract and Keywords
Presentation 2013-02-18 15:20
Consideration of Perceptual Segmentation Algorithm for Natural Color Images
Naoya Ishikura, Takehito Tani, Junji Maeda (Muroran IT)
Abstract (in Japanese) (See Japanese page) 
(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 segmentation method that integrates color features and texture features by using fuzzy inference. In the
proposed algorithm, however, there are still the problems remaining in the handling of features and parameters. In
this research, we propose an improved method to produce the favorable segmented results by incorporating SLIC and
automatic determination of the parameters into the algorithm. To demonstrate the effectiveness of the proposed
method, we perform the comparative experiments in comparison with the other methods using the quantitative
evaluation with ground truth.
Keyword (in Japanese) (See Japanese page) 
(in English) Perceptual segmentation / fuzzy-based split-and-merge algorithm / statistical geometrical features / simple linear iterative clustering / ground truth / PR Index / Dongen Index /  
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Conference Information
Committee IEICE-ITS IEICE-IE AIT HI ME  
Conference Date 2013-02-18 - 2013-02-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ITS Image Processsing, Image Medium, Vision, etc. 
Paper Information
Registration To IEICE-IE 
Conference Code 2013-02-ITS-IE-AIT-HI-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Consideration of Perceptual Segmentation Algorithm for Natural Color Images 
Sub Title (in English)  
Keyword(1) Perceptual segmentation  
Keyword(2) fuzzy-based split-and-merge algorithm  
Keyword(3) statistical geometrical features  
Keyword(4) simple linear iterative clustering  
Keyword(5) ground truth  
Keyword(6) PR Index  
Keyword(7) Dongen Index  
Keyword(8)  
1st Author's Name Naoya Ishikura  
1st Author's Affiliation Muroran Institute of Technology (Muroran IT)
2nd Author's Name Takehito Tani  
2nd Author's Affiliation Muroran Institute of Technology (Muroran IT)
3rd Author's Name Junji Maeda  
3rd Author's Affiliation Muroran Institute of Technology (Muroran IT)
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Speaker Author-1 
Date Time 2013-02-18 15:20:00 
Presentation Time 20 minutes 
Registration for IEICE-IE 
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Volume (vol) vol.37 
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