| 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 |
| Keyword(2) |
U-Net |
| Keyword(3) |
Color difference image |
| Keyword(4) |
Game character |
| Keyword(5) |
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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) |