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Paper Abstract and Keywords
Presentation 2014-10-09 13:30
Reduction and Synthesis of Feature Values for High Quality of Experience Image Completion
Mariko Isogawa, Dan Mikami, Akira Kojima (NTT) MVE2014-37
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a new framework to repair damaged images and videos not in an original feature space but in a projected lower dimensional feature space to achieve effective completion even when a damaged area includes complex structures and changes in color. Photos and videos that we take sometimes include unintended objects, e.g., hiding main subjects or distracting background objects.
Many techniques for removing and restoring such missing/damaged areas have been proposed; most of them assume that such areas can be recovered from an image/video database. However, these previous technique`s assumptions does not hold when the restoring target contains complex structures or color distribution. To solve this problem, we propose a novel framework that consists of two steps. First, an image/video will be repaired in a projected low dimensional feature space. Then an inverse-projection is used to generate the restored image. With our proposed framework, missing areas with complex structure or color can be well repaired.
Keyword (in Japanese) (See Japanese page) 
(in English) Completion / Inpainting / Diminished Reality / / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 239, MVE2014-37, pp. 37-42, Oct. 2014.
Paper # MVE2014-37 
Date of Issue 2014-10-02 (MVE) 
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)
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Conference Information
Committee MVE  
Conference Date 2014-10-09 - 2014-10-10 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To MVE 
Conference Code 2014-10-MVE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Reduction and Synthesis of Feature Values for High Quality of Experience Image Completion 
Sub Title (in English)  
Keyword(1) Completion  
Keyword(2) Inpainting  
Keyword(3) Diminished Reality  
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1st Author's Name Mariko Isogawa  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Dan Mikami  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Akira Kojima  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Speaker Author-1 
Date Time 2014-10-09 13:30:00 
Presentation Time 25 minutes 
Registration for MVE 
Paper # MVE2014-37 
Volume (vol) vol.114 
Number (no) no.239 
Page pp.37-42 
#Pages
Date of Issue 2014-10-02 (MVE) 


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