Paper Abstract and Keywords |
Presentation |
2020-02-27 14:15
Translation from Line Drawings to Manga Using Deep Learning by Adding a Screentone Layer Koki Tsubota, Daiki Ikami, Kiyoharu Aizawa (UTokyo) ITS2019-38 IE2019-76 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The translation from line drawings to manga is one of the processes for creating manga and the automation of this process is motivating. In this paper, we tackle this translation task. Screentones have sparse patterns that are difficult to synthesize. To address this problem, we propose to use a screentone layer that renders an image with screentones based on the pixelwise screentone class label which is predicted from a line drawing. Experimental results show that proposed method produce manga that do not lose sparse patterns. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image-to-image translation / Deep Learning / Manga / Screentone / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 422, IE2019-76, pp. 201-206, Feb. 2020. |
Paper # |
IE2019-76 |
Date of Issue |
2020-02-20 (ITS, IE) |
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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ITS2019-38 IE2019-76 |
Conference Information |
Committee |
ITE-HI IE ITS ITE-MMS ITE-ME ITE-AIT |
Conference Date |
2020-02-27 - 2020-02-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2020-02-HI-IE-ITS-MMS-ME-AIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Translation from Line Drawings to Manga Using Deep Learning by Adding a Screentone Layer |
Sub Title (in English) |
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Keyword(1) |
Image-to-image translation |
Keyword(2) |
Deep Learning |
Keyword(3) |
Manga |
Keyword(4) |
Screentone |
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1st Author's Name |
Koki Tsubota |
1st Author's Affiliation |
The University of Tokyo (UTokyo) |
2nd Author's Name |
Daiki Ikami |
2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
3rd Author's Name |
Kiyoharu Aizawa |
3rd Author's Affiliation |
The University of Tokyo (UTokyo) |
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Speaker |
Author-1 |
Date Time |
2020-02-27 14:15:00 |
Presentation Time |
15 minutes |
Registration for |
IE |
Paper # |
ITS2019-38, IE2019-76 |
Volume (vol) |
vol.119 |
Number (no) |
no.421(ITS), no.422(IE) |
Page |
pp.201-206 |
#Pages |
6 |
Date of Issue |
2020-02-20 (ITS, IE) |
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