Paper Abstract and Keywords |
Presentation |
2017-07-27 13:30
[Invited Talk]
Image Processing with Neural Networks Satoshi Iizuka (Waseda Univ.) SP2017-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, multilayered neural networks, forming the basis of deep learning, have been used for various cases of image processing and generation. This technique is attracting a great deal of attention in the fields of computer vision and computer graphics, and will continue to develop rapidly. In the presentation, we explain the modern neural network structures and training procedures that are able to directly output desired images. We also present applications of deep learning for image processing, such as image colorization and image completion, and discuss the challenges of these tasks. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image Processing / Deep Learning / Convolutional Neural Networks / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 160, SP2017-15, pp. 1-1, July 2017. |
Paper # |
SP2017-15 |
Date of Issue |
2017-07-20 (SP) |
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) |
Download PDF |
SP2017-15 |
Conference Information |
Committee |
SP IPSJ-SLP |
Conference Date |
2017-07-27 - 2017-07-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Akiu Resort Hotel Crescent |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Speech recognition and understanding, dialog system, etc. |
Paper Information |
Registration To |
SP |
Conference Code |
2017-07-SP-SLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Image Processing with Neural Networks |
Sub Title (in English) |
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Image Processing |
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Deep Learning |
Keyword(3) |
Convolutional Neural Networks |
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1st Author's Name |
Satoshi Iizuka |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-07-27 13:30:00 |
Presentation Time |
60 minutes |
Registration for |
SP |
Paper # |
SP2017-15 |
Volume (vol) |
vol.117 |
Number (no) |
no.160 |
Page |
p.1 |
#Pages |
1 |
Date of Issue |
2017-07-20 (SP) |
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