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Paper Abstract and Keywords
Presentation 2010-05-14 16:00
Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration
Ryu Nagayasu, Nari Tanabe (Tokyo Univ. of Science, Suwa), Toshihiro Furukawa (Tokyo Univ. of Science) IE2010-47 PRMU2010-35 MI2010-35
Abstract (in Japanese) (See Japanese page) 
(in English) This method aims to achieve high quality image restoration for blur and noise disturbance from the canonical state space models with (i) a state equation composed of the original image, and (ii) an observation equation composed of the original image, blur, and noise. The remarkable feature of the proposed method is realization of high performance image restoration without sacrificing original image despite simple image restoration using only Kalman filter. We show the effectiveness of the proposed method, using numerical results and subjective evaluation results.
Keyword (in Japanese) (See Japanese page) 
(in English) Image restoration / blur / noise / two-dimensional block Kalman filter / auto regressive / colored driving source / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 26, IE2010-47, pp. 187-192, May 2010.
Paper # IE2010-47 
Date of Issue 2010-05-06 (IE, PRMU, MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IE2010-47 PRMU2010-35 MI2010-35

Conference Information
Committee PRMU IE MI  
Conference Date 2010-05-13 - 2010-05-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Chubu Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IE 
Conference Code 2010-05-PRMU-IE-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration 
Sub Title (in English)  
Keyword(1) Image restoration  
Keyword(2) blur  
Keyword(3) noise  
Keyword(4) two-dimensional block Kalman filter  
Keyword(5) auto regressive  
Keyword(6) colored driving source  
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Keyword(8)  
1st Author's Name Ryu Nagayasu  
1st Author's Affiliation Tokyo University of Science, Suwa (Tokyo Univ. of Science, Suwa)
2nd Author's Name Nari Tanabe  
2nd Author's Affiliation Tokyo University of Science, Suwa (Tokyo Univ. of Science, Suwa)
3rd Author's Name Toshihiro Furukawa  
3rd Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
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Speaker
Date Time 2010-05-14 16:00:00 
Presentation Time 30 
Registration for IE 
Paper # IEICE-IE2010-47,IEICE-PRMU2010-35,IEICE-MI2010-35 
Volume (vol) IEICE-110 
Number (no) no.26(IE), no.27(PRMU), no.28(MI) 
Page pp.187-192 
#Pages IEICE-6 
Date of Issue IEICE-IE-2010-05-06,IEICE-PRMU-2010-05-06,IEICE-MI-2010-05-06 


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