Paper Abstract and Keywords |
Presentation |
2022-05-19 16:10
[Invited Talk]
Image and Video Restoration with Deep Learning Satoshi Iizuka (Univ. of Tsukuba) SIP2022-15 BioX2022-15 IE2022-15 MI2022-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this talk, I will introduce techniques for restoring black-and-white images and videos with high accuracy using deep neural networks. First, I will explain the basic mechanisms of the deep learning-based approaches and then introduce specific research cases, focusing on our recent works. I will also present actual applications, such as the color restoration of Claude Monet's damaged painting, and discuss current limitations. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image restoration / Image colorization / Deep learning / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 28, SIP2022-15, pp. 78-78, May 2022. |
Paper # |
SIP2022-15 |
Date of Issue |
2022-05-12 (SIP, BioX, IE, MI) |
ISSN |
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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SIP2022-15 BioX2022-15 IE2022-15 MI2022-15 |
Conference Information |
Committee |
SIP BioX IE MI ITE-IST ITE-ME |
Conference Date |
2022-05-19 - 2022-05-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kumamoto University Kurokami Campus |
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(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2022-05-SIP-BioX-IE-MI-IST-ME |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Image and Video Restoration with Deep Learning |
Sub Title (in English) |
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Image restoration |
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Image colorization |
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Deep learning |
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1st Author's Name |
Satoshi Iizuka |
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University of Tsukuba (Univ. of Tsukuba) |
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Speaker |
Author-1 |
Date Time |
2022-05-19 16:10:00 |
Presentation Time |
50 minutes |
Registration for |
SIP |
Paper # |
SIP2022-15, BioX2022-15, IE2022-15, MI2022-15 |
Volume (vol) |
vol.122 |
Number (no) |
no.28(SIP), no.29(BioX), no.30(IE), no.31(MI) |
Page |
p.78 |
#Pages |
1 |
Date of Issue |
2022-05-12 (SIP, BioX, IE, MI) |
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