アラカワ カオル   Arakawa Kaoru
  荒川 薫
   所属   明治大学  総合数理学部
   職種   専任教授
言語種別 英語
発行・発表の年月 2021/11
形態種別 国際会議議事録
査読 査読あり
標題 Interactive Evolutionary Design Method of Tile Shape by GAN Reflecting Adjectives
執筆形態 共著(筆頭者以外)
掲載誌名 Proc. ISPACS2021
掲載区分国外
出版社・発行元 IEEE
総ページ数 2
担当範囲 全体
担当区分 最終著者,責任著者
著者・共著者 Mao Takegishi, Kaoru Arakawa
概要 A method of designing tile shapes using interactive evolutionary computing (IEC) with generative adversarial network (GAN) is proposed. Designing complex tile shape is difficult for ordinary people due to mathematical constraints and artistry requirements. The proposed method automatically generates shapes which reflect adjectives the user wants to express using GAN, and the shapes are refined by human interaction with IEC, so that the obtained shape becomes fully satisfactory to the user.
DOI 10.1109/ISPACS51563.2021.9651018