Paper Abstract and Keywords |
Presentation |
2022-03-08 09:53
Manga Inpainting with Author Classification and Line Drawing Clues Hiroyuki Yokota (TUS), Ryosuke Furuta (UTokyo), Yukinobu Taniguchi (TUS), Ryota Hinami, Shonosuke Ishiwatari (Mantra) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to translate Japanese manga into another language, it is necessary to recognize the contents and position of texts and replace it with the translated texts. If there is no layer information, it is required to delete the texts from the original images and place the translated texts. Since a volume of manga consists of about a few hundred pages, manual inpainting of illustrations takes a high cost. For this reason, it is desirable that image inpainting techniques, for example, those based on generative adversarial networks, can be used. In this study, we focus on the fact that the way to draw illustrations depends on the author and propose an image inpainting model that considers each author’s characteristics. In addition, to deal with cases where changes need to be made to the representation of the illustrations, we propose a method for interactive inpainting and editing manga images using the user’s line drawings as a clue. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Manga / Image Inpainting / GAN / / / / / |
Reference Info. |
ITE Tech. Rep., vol. 46, pp. 53-56, March 2022. |
Paper # |
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Date of Issue |
2022-03-01 (AIT) |
ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
Download PDF |
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Conference Information |
Committee |
AIT IIEEJ AS CG-ARTS |
Conference Date |
2022-03-08 - 2022-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Expressive Japan 2022 |
Paper Information |
Registration To |
IIEEJ |
Conference Code |
2022-03-AIT-IIEEJ-AS-ARTS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Manga Inpainting with Author Classification and Line Drawing Clues |
Sub Title (in English) |
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Manga |
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Image Inpainting |
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GAN |
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1st Author's Name |
Hiroyuki Yokota |
1st Author's Affiliation |
Tokyo University of Science (TUS) |
2nd Author's Name |
Ryosuke Furuta |
2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
3rd Author's Name |
Yukinobu Taniguchi |
3rd Author's Affiliation |
Tokyo University of Science (TUS) |
4th Author's Name |
Ryota Hinami |
4th Author's Affiliation |
Mantra Inc. (Mantra) |
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Shonosuke Ishiwatari |
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Mantra Inc. (Mantra) |
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Speaker |
Author-1 |
Date Time |
2022-03-08 09:53:00 |
Presentation Time |
12 minutes |
Registration for |
IIEEJ |
Paper # |
AIT2022-51 |
Volume (vol) |
vol.46 |
Number (no) |
no.10 |
Page |
pp.53-56 |
#Pages |
4 |
Date of Issue |
2022-03-01 (AIT) |
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