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Paper Abstract and Keywords
Presentation 2017-07-13 15:45
A Study of Image Inpainting Methods by using SD-CNN
Ryohei Mizutani, Hideharu Toda, Hisashi Aomori (Chukyo Univ.), Sathit Prasomphan (King Mongkut Univ. of Tech. North Bangkok), Mamoru Tanaka (Sophia Univ.) NLP2017-37
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, the practical use of digital images have been progressed because of the popularization and advance of information terminals such as personal computers, smartphones and tablets. The image deteriorations are caused by image sensor failure, noise mixing in communication path, digitization of already defected photographs and mixing of unwilling objects. In our previous work, to cope with above problems, the basic restoration technique of damaged image using the sigma-delta cellular neural network (SD-CNN) was proposed. In this paper, to improve restoration performance, we propose a novel image inpainting method using the SD-CNN having the defective-pixel-oriented B-template. In the proposed method, in order to perform optimal pixel reconstruction, the B-template is adaptively switched according missing pixel information. We performed image reconstruction experiments on 6 images with 10% - 50% loss rate and clarified that the proposed method has better image restoration performance than that of our previous method.
Keyword (in Japanese) (See Japanese page) 
(in English) Sigma-Delta Modulation / Cellular Neural Network / Image Inpainting / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 121, NLP2017-37, pp. 53-57, July 2017.
Paper # NLP2017-37 
Date of Issue 2017-07-06 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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 NLP  
Conference Date 2017-07-13 - 2017-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Miyako Island Marine Terminal 
Topics (in Japanese) (See Japanese page) 
Topics (in English) etc. 
Paper Information
Registration To NLP 
Conference Code 2017-07-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Image Inpainting Methods by using SD-CNN 
Sub Title (in English)  
Keyword(1) Sigma-Delta Modulation  
Keyword(2) Cellular Neural Network  
Keyword(3) Image Inpainting  
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1st Author's Name Ryohei Mizutani  
1st Author's Affiliation Chukyo University (Chukyo Univ.)
2nd Author's Name Hideharu Toda  
2nd Author's Affiliation Chukyo University (Chukyo Univ.)
3rd Author's Name Hisashi Aomori  
3rd Author's Affiliation Chukyo University (Chukyo Univ.)
4th Author's Name Sathit Prasomphan  
4th Author's Affiliation King Mongkut University of Technology North Bangkok (King Mongkut Univ. of Tech. North Bangkok)
5th Author's Name Mamoru Tanaka  
5th Author's Affiliation Sophia University (Sophia Univ.)
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Speaker
Date Time 2017-07-13 15:45:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2017-37 
Volume (vol) IEICE-117 
Number (no) no.121 
Page pp.53-57 
#Pages IEICE-5 
Date of Issue IEICE-NLP-2017-07-06 


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