Paper Abstract and Keywords |
Presentation |
2023-03-06 12:40
Color difference generation system for game character illustration using U-Net Aoi Maeda, Chen Qing, Hironobu Abe (Tokyo Denki Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
To partially process or change the color of a digital illustration, each part must have its own separate color layer. However, for illustrations without separate layers, it was necessary to manually separate the layers. In this study, we propose a method to automatically recognize the eye and hair parts of a game character illustration generated automatically by StyleGAN2 using U-Net, and to automatically generate color difference images. We also report on the development of a system based on the proposed method and the results of an evaluation of its effectiveness. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Digital illustration / U-Net / Color difference image / Game character / / / / |
Reference Info. |
ITE Tech. Rep., vol. 47, no. 9, AIT2023-115, pp. 283-286, March 2023. |
Paper # |
AIT2023-115 |
Date of Issue |
2023-02-27 (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 |
2023-03-06 - 2023-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo Polytechnic Univ. (Nakano) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Expressive Japan 2023 |
Paper Information |
Registration To |
AIT |
Conference Code |
2023-03-AIT-IIEEJ-AS-ARTS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Color difference generation system for game character illustration using U-Net |
Sub Title (in English) |
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Keyword(1) |
Digital illustration |
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U-Net |
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Color difference image |
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Game character |
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1st Author's Name |
Aoi Maeda |
1st Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
2nd Author's Name |
Chen Qing |
2nd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
3rd Author's Name |
Hironobu Abe |
3rd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-03-06 12:40:00 |
Presentation Time |
80 minutes |
Registration for |
AIT |
Paper # |
AIT2023-115 |
Volume (vol) |
vol.47 |
Number (no) |
no.9 |
Page |
pp.283-286 |
#Pages |
4 |
Date of Issue |
2023-02-27 (AIT) |