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Paper Abstract and Keywords
Presentation 2013-03-14 13:25
Image Restoration with Directional Non-separable Oversampled Lapped Transform
Natsuki Aizawa, Shogo Muramatsu (Niigata Univ.) CAS2012-103 SIP2012-134 CS2012-109
Abstract (in Japanese) (See Japanese page) 
(in English) This report proposes an image restoration technique with directional non-separable oversampled lapped transform (NSOLT) that the authors suggested as a previous work. NSOLT is a non-separable transform, able to possess a directional property, and capable to have rational redundancy less than two. In this report, the proposed transform is applied to deblurring, super-resolution and inpainting, and the performance is evaluated. The image restoration performance is compared with that of the redundant Haar transform as another redundant system. From simulation results, it is veri ed that the proposed method not only yields visually preferable results, but also shows high performance in terms of objective criteria, PSNR and SSIM.
Keyword (in Japanese) (See Japanese page) 
(in English) NSOLT / Sparse representation / Deblurring / Super-resolution / Inpainting / Iterative shrinkage/thresholding algorithm(ISTA) / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 485, SIP2012-134, pp. 39-44, March 2013.
Paper # SIP2012-134 
Date of Issue 2013-03-07 (CAS, SIP, CS) 
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)
Download PDF CAS2012-103 SIP2012-134 CS2012-109

Conference Information
Committee SIP CAS CS  
Conference Date 2013-03-14 - 2013-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Keio Univ. Tsuruoka Campus (Yamagata) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Processor, Signal Processing for communication, and Wireless LAN/PAN, etc. 
Paper Information
Registration To SIP 
Conference Code 2013-03-SIP-CAS-CS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Image Restoration with Directional Non-separable Oversampled Lapped Transform 
Sub Title (in English)  
Keyword(1) NSOLT  
Keyword(2) Sparse representation  
Keyword(3) Deblurring  
Keyword(4) Super-resolution  
Keyword(5) Inpainting  
Keyword(6) Iterative shrinkage/thresholding algorithm(ISTA)  
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Keyword(8)  
1st Author's Name Natsuki Aizawa  
1st Author's Affiliation Niigata University (Niigata Univ.)
2nd Author's Name Shogo Muramatsu  
2nd Author's Affiliation Niigata University (Niigata Univ.)
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Speaker Author-1 
Date Time 2013-03-14 13:25:00 
Presentation Time 25 minutes 
Registration for SIP 
Paper # CAS2012-103, SIP2012-134, CS2012-109 
Volume (vol) vol.112 
Number (no) no.484(CAS), no.485(SIP), no.486(CS) 
Page pp.39-44 
#Pages
Date of Issue 2013-03-07 (CAS, SIP, CS) 


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