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Paper Abstract and Keywords
Presentation 2011-03-04 14:25
Impulsive Noise Removal for Color Image Using Interactive Evolutionary Computing -- Combination of Interpolation and Median --
Yohei Katsuyama, Kaoru Arakawa (Meiji Univ.) SIS2010-70
Abstract (in Japanese) (See Japanese page) 
(in English) In order to remove impulsive noise from color image, two major methods have been proposed; one is to use conditional median filter and the other to use interpolation considering correlation among color components. Median method tends to blur the image, while interpolation method cannot remove noise enough when the occurrence rate of the noise is high. In this paper, a new method of noise removal for color image is proposed by combining the conditional median filter and the interpolation method, compensating the defects of each other. The total system becomes complicated and contains many parameters, but interactive evolutionary computing is applied to optimize the parameters considering human subjective criteria. Computer simulations show the high performance of this filter system in noise reduction of color images.
Keyword (in Japanese) (See Japanese page) 
(in English) Impulsive noise reduction / Color image / Median filter / Interpolation / Interactive evolutionary computing / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 445, SIS2010-70, pp. 91-96, March 2011.
Paper # SIS2010-70 
Date of Issue 2011-02-24 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee SIS  
Conference Date 2011-03-03 - 2011-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo City University (Setagaya Campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIS 
Conference Code 2011-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Impulsive Noise Removal for Color Image Using Interactive Evolutionary Computing 
Sub Title (in English) Combination of Interpolation and Median 
Keyword(1) Impulsive noise reduction  
Keyword(2) Color image  
Keyword(3) Median filter  
Keyword(4) Interpolation  
Keyword(5) Interactive evolutionary computing  
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1st Author's Name Yohei Katsuyama  
1st Author's Affiliation Meiji University (Meiji Univ.)
2nd Author's Name Kaoru Arakawa  
2nd Author's Affiliation Meiji University (Meiji Univ.)
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Speaker
Date Time 2011-03-04 14:25:00 
Presentation Time 25 
Registration for SIS 
Paper # IEICE-SIS2010-70 
Volume (vol) IEICE-110 
Number (no) no.445 
Page pp.91-96 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2011-02-24 


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