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Paper Abstract and Keywords
Presentation 2007-06-21 09:20
An unsupervised design method for weighted median filters
Mitsuji Muneyasu, Kousuke Shiohama (Kansai Univ.), Akira Asano (Hiroshima Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Estimation of a suitable window shape and appropriate weights in weighted median filters is one of important problems. In this paper, we propose a new unsupervised design method for window shapes and weights of weighted median filters. This technique is applied to texture images corrupted by impulse noise. As the performance measure for optimization by the simulated annealing method, the rank-ordered absolute differences statistic is used for the estimation of the window shapes and weights, respectively. The simulation results show that the proposed method can design the weighted median filters with almost same performance compared to the one by the supervised technique.
Keyword (in Japanese) (See Japanese page) 
(in English) texture image / impulse noise / weighted median filter / simulated annealing / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 104, SIP2007-32, pp. 7-12, June 2007.
Paper # SIP2007-32 
Date of Issue 2007-06-14 (CAS, VLD, SIP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee CAS SIP VLD  
Conference Date 2007-06-21 - 2007-06-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Tokai Univ. (Sapporo) 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2007-06-CAS-SIP-VLD 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An unsupervised design method for weighted median filters 
Sub Title (in English)  
Keyword(1) texture image  
Keyword(2) impulse noise  
Keyword(3) weighted median filter  
Keyword(4) simulated annealing  
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1st Author's Name Mitsuji Muneyasu  
1st Author's Affiliation Kansai University (Kansai Univ.)
2nd Author's Name Kousuke Shiohama  
2nd Author's Affiliation Kansai University (Kansai Univ.)
3rd Author's Name Akira Asano  
3rd Author's Affiliation Hiroshima University (Hiroshima Univ.)
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Speaker
Date Time 2007-06-21 09:20:00 
Presentation Time 20 
Registration for SIP 
Paper # IEICE-CAS2007-2,IEICE-VLD2007-18,IEICE-SIP2007-32 
Volume (vol) IEICE-107 
Number (no) no.100(CAS), no.102(VLD), no.104(SIP) 
Page pp.7-12 
#Pages IEICE-6 
Date of Issue IEICE-CAS-2007-06-14,IEICE-VLD-2007-06-14,IEICE-SIP-2007-06-14 


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