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Paper Abstract and Keywords
Presentation 2009-02-05 16:10
A note on accurate restoration and resolution enhancement of a deteriorated sequence caused by camera shake
Makoto Takizawa, Miki Haseyama (Hokudai Univ.) ITS2008-81 IE2008-251
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes an accurate restoration and resolution enhancement method of a sequence deteriorated by camera shake based on super-resolution reconstruction. The proposed method estimates the PSF(Point Spread Function) which denotes the deterioration function of a camera shake. Then, in order to calculate the correspondence between frames in the sequence accurately, we utilize restored frames as substitutes to the original ones. Furthermore, by introducing a new weighting factor, which prevents oversmoothing in the camera shake direction, to the super-resolution reconstructon, an accurate restoration and resolution enhancement can be realized. Simulation results are shown to verify the performance of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) Image restoration / Resolution enhancement / Image enlargement / Super-resolution / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 425, IE2008-251, pp. 265-268, Feb. 2009.
Paper # IE2008-251 
Date of Issue 2009-01-28 (ITS, IE) 
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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ITS2008-81 IE2008-251

Conference Information
Committee IE ITS ITE-HI ITE-ME ITE-AIT  
Conference Date 2009-02-04 - 2009-02-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Graduate School of Information Science and Technology Hokkaido Univ 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processings for ITS, Visual Media Engineering, etc. 
Paper Information
Registration To IE 
Conference Code 2009-02-IE-ITS-HI-ME-AIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A note on accurate restoration and resolution enhancement of a deteriorated sequence caused by camera shake 
Sub Title (in English)  
Keyword(1) Image restoration  
Keyword(2) Resolution enhancement  
Keyword(3) Image enlargement  
Keyword(4) Super-resolution  
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1st Author's Name Makoto Takizawa  
1st Author's Affiliation Hokkaido University (Hokudai Univ.)
2nd Author's Name Miki Haseyama  
2nd Author's Affiliation Hokkaido University (Hokudai Univ.)
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Speaker Author-1 
Date Time 2009-02-05 16:10:00 
Presentation Time 25 minutes 
Registration for IE 
Paper # ITS2008-81, IE2008-251 
Volume (vol) vol.108 
Number (no) no.424(ITS), no.425(IE) 
Page pp.265-268 
#Pages
Date of Issue 2009-01-28 (ITS, IE) 


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