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Paper Abstract and Keywords
Presentation 2017-12-14 14:30
A Method for Image Regularization with Morphological Gradient Priors Considering Optimization of SE
Yudai Ikeshita, Mitsuji Muneyasu (Kansai Univ.), Makoto Nakashizuka (CIT), Soh Yoshida (Kansai Univ.) SIS2017-40
Abstract (in Japanese) (See Japanese page) 
(in English) An image restoration by image regularization with morphological gradient priors has been proposed. In the method, the selection of structuring element (SE) in the morphological gradient priors is essential, and the optimal SE will give the superior results. In this paper, we propose a method to optimize the SE for the image regularization problem. The proposed method adopts a new objective function to optimize the SE and can perform the regularization with the selection of the optimal SE. Therefore, we expect an improvement of the accurate image restoration. Finally, the experimental result shows the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) morphology / morphological gradient / regularization / image restoration / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 349, SIS2017-40, pp. 39-44, Dec. 2017.
Paper # SIS2017-40 
Date of Issue 2017-12-07 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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)
Download PDF SIS2017-40

Conference Information
Committee SIS  
Conference Date 2017-12-14 - 2017-12-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Tottori Prefectural Center for Lifelong Learning 
Topics (in Japanese) (See Japanese page) 
Topics (in English) System on Silicon, Short Range Wireless Systems, etc. 
Paper Information
Registration To SIS 
Conference Code 2017-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Method for Image Regularization with Morphological Gradient Priors Considering Optimization of SE 
Sub Title (in English)  
Keyword(1) morphology  
Keyword(2) morphological gradient  
Keyword(3) regularization  
Keyword(4) image restoration  
1st Author's Name Yudai Ikeshita  
1st Author's Affiliation Kansai university (Kansai Univ.)
2nd Author's Name Mitsuji Muneyasu  
2nd Author's Affiliation Kansai university (Kansai Univ.)
3rd Author's Name Makoto Nakashizuka  
3rd Author's Affiliation Chiba Institute of Technology (CIT)
4th Author's Name Soh Yoshida  
4th Author's Affiliation Kansai university (Kansai Univ.)
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Date Time 2017-12-14 14:30:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2017-40 
Volume (vol) IEICE-117 
Number (no) no.349 
Page pp.39-44 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2017-12-07 

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