Paper Abstract and Keywords |
Presentation |
2018-01-27 13:10
Image Style Transfer Using Style Extraction Network Shoya Tanaka, Masafumi Hagiwara (Keio Univ.) NC2017-62 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose style transfer using style extraction network. Recently, research on style transfer that renders the semantic content of an image in different image has become active. In the conventional research, because two kinds of features were extracted from one network, semantic contents of an image tend to be faded out and sometimes unnatural images are generated. Therefore, in this paper, we propose style extraction network trained by painter classification task to extract style feature. It is confirmed that more natural images can be generated without fading out semantic content of an image. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Convolutional Neural Network / style transfer / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 417, NC2017-62, pp. 71-76, Jan. 2018. |
Paper # |
NC2017-62 |
Date of Issue |
2018-01-19 (NC) |
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 |
NC2017-62 |
Conference Information |
Committee |
MBE NC NLP |
Conference Date |
2018-01-26 - 2018-01-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
Paper Information |
Registration To |
NC |
Conference Code |
2018-01-MBE-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Image Style Transfer Using Style Extraction Network |
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Convolutional Neural Network |
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style transfer |
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1st Author's Name |
Shoya Tanaka |
1st Author's Affiliation |
Keio University (Keio Univ.) |
2nd Author's Name |
Masafumi Hagiwara |
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Keio University (Keio Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-01-27 13:10:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2017-62 |
Volume (vol) |
vol.117 |
Number (no) |
no.417 |
Page |
pp.71-76 |
#Pages |
6 |
Date of Issue |
2018-01-19 (NC) |
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