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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 #  
Date of Issue 2022-03-01 (AIT) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
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Conference Information
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)  
Keyword(1) Manga  
Keyword(2) Image Inpainting  
Keyword(3) GAN  
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)
5th Author's Name Shonosuke Ishiwatari  
5th Author's Affiliation 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 
Date of Issue 2022-03-01 (AIT) 

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