Paper Abstract and Keywords |
Presentation |
2018-06-14 14:10
A Study on Reflection Removal Using Depth Map Toshihiro Shibata, Yuji Akai, Ryo Matsuoka (Kagawa Univ.) CAS2018-8 VLD2018-11 SIP2018-28 MSS2018-8 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a novel reflection removal method for RGB-D images that achieves reflection removal and depth map recovery simultaneously.
We assume that there is a strong structure correlation between an RGB image and a depth map in gradient domain.
Based on this assumption, we introduce a novel regularization for RGB-D images named the multi-modal structure tensor total variation (MSTV).
A minimization problem is constructed by MSTV that treats these problems, and solved by alternating direction method of multipliers (ADMM).
The validity of the proposed method is shown by applying it to both artificial and real-world images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
RGB-D imaging / reflection removal / structure tensor / total variation regularization / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 84, SIP2018-28, pp. 39-43, June 2018. |
Paper # |
SIP2018-28 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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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CAS2018-8 VLD2018-11 SIP2018-28 MSS2018-8 |
Conference Information |
Committee |
CAS SIP MSS VLD |
Conference Date |
2018-06-14 - 2018-06-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
System and Signal Processing, etc |
Paper Information |
Registration To |
SIP |
Conference Code |
2018-06-CAS-SIP-MSS-VLD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Reflection Removal Using Depth Map |
Sub Title (in English) |
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Keyword(1) |
RGB-D imaging |
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reflection removal |
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structure tensor |
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total variation regularization |
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1st Author's Name |
Toshihiro Shibata |
1st Author's Affiliation |
Kagawa University (Kagawa Univ.) |
2nd Author's Name |
Yuji Akai |
2nd Author's Affiliation |
Kagawa University (Kagawa Univ.) |
3rd Author's Name |
Ryo Matsuoka |
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Kagawa University (Kagawa Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-06-14 14:10:00 |
Presentation Time |
20 minutes |
Registration for |
SIP |
Paper # |
CAS2018-8, VLD2018-11, SIP2018-28, MSS2018-8 |
Volume (vol) |
vol.118 |
Number (no) |
no.82(CAS), no.83(VLD), no.84(SIP), no.85(MSS) |
Page |
pp.39-43 |
#Pages |
5 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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