Paper Abstract and Keywords |
Presentation |
2015-06-08 15:55
Weight Optimization for Image Integration and Restoration Ryo Matsuoka (Univ of Kitakyushu), Tomohiro Yamauchi (QBS), Tatsuya Baba, Masahiro Okuda (Univ of Kitakyushu) SIS2015-7 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
To restore an image degraded by sensor noise or quantization error, multiple image integration is an effective and powerful approach. However, it is a challenging problem to provide optimal weight map for integration. In this report, we introduce a novel weight optimization scheme for multiple image integration via convex optimization. To show the capability of the proposed weight optimization scheme, we apply it to the image restoration problems that is denoising and super-resolution. Experimental results show that the proposed weight optimization scheme outperforms conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
denoising / convex optimization / high dynamic range images / super-resolution / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 75, SIS2015-7, pp. 35-38, June 2015. |
Paper # |
SIS2015-7 |
Date of Issue |
2015-06-01 (SIS) |
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) |
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SIS2015-7 |
Conference Information |
Committee |
SIS |
Conference Date |
2015-06-08 - 2015-06-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Arkas SASEBO |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Smart Personal Systems, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2015-06-SIS |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Weight Optimization for Image Integration and Restoration |
Sub Title (in English) |
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Keyword(1) |
denoising |
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convex optimization |
Keyword(3) |
high dynamic range images |
Keyword(4) |
super-resolution |
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1st Author's Name |
Ryo Matsuoka |
1st Author's Affiliation |
University of Kitakyushu (Univ of Kitakyushu) |
2nd Author's Name |
Tomohiro Yamauchi |
2nd Author's Affiliation |
Q-DEN Business Solutions Co.,Inc. (QBS) |
3rd Author's Name |
Tatsuya Baba |
3rd Author's Affiliation |
University of Kitakyushu (Univ of Kitakyushu) |
4th Author's Name |
Masahiro Okuda |
4th Author's Affiliation |
University of Kitakyushu (Univ of Kitakyushu) |
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Speaker |
Author-1 |
Date Time |
2015-06-08 15:55:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2015-7 |
Volume (vol) |
vol.115 |
Number (no) |
no.75 |
Page |
pp.35-38 |
#Pages |
4 |
Date of Issue |
2015-06-01 (SIS) |
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