Paper Abstract and Keywords |
Presentation |
2018-01-22 13:55
Hyperspectral Image Restoration Ryuji Kurihara, Masahiro Okuda (Kitayu U.) IT2017-73 SIP2017-81 RCS2017-287 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a new regularization function for hyperspectral image (HSI) restoration. Spatial-smoothness-based regularization approaches for image restoration have been proposed, and spectral-information-based approaches have also been actively investigated in HSI restoration problem. Proposed method is the regularization which directly takes account of their priori informations at the same time. It also uses priori of multichannel image that they have strong correlation among the channels. Experimental results illustrate the advantage of proposed method over a state-of-the-art methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
hyperspectral image restoration / regularization / low-rankness / spatio-spectral gradients / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 395, SIP2017-81, pp. 107-111, Jan. 2018. |
Paper # |
SIP2017-81 |
Date of Issue |
2018-01-15 (IT, SIP, RCS) |
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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IT2017-73 SIP2017-81 RCS2017-287 |
Conference Information |
Committee |
SIP IT RCS |
Conference Date |
2018-01-22 - 2018-01-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Sunport Hall Takamatsu |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2018-01-SIP-IT-RCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Hyperspectral Image Restoration |
Sub Title (in English) |
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Keyword(1) |
hyperspectral image restoration |
Keyword(2) |
regularization |
Keyword(3) |
low-rankness |
Keyword(4) |
spatio-spectral gradients |
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1st Author's Name |
Ryuji Kurihara |
1st Author's Affiliation |
The University of Kitakyushu (Kitayu U.) |
2nd Author's Name |
Masahiro Okuda |
2nd Author's Affiliation |
The University of Kitakyushu (Kitayu U.) |
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Speaker |
Author-1 |
Date Time |
2018-01-22 13:55:00 |
Presentation Time |
25 minutes |
Registration for |
SIP |
Paper # |
IT2017-73, SIP2017-81, RCS2017-287 |
Volume (vol) |
vol.117 |
Number (no) |
no.394(IT), no.395(SIP), no.396(RCS) |
Page |
pp.107-111 |
#Pages |
5 |
Date of Issue |
2018-01-15 (IT, SIP, RCS) |
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