The Journal of the Society for Art and Science Cover sheet for paper submissions * Paper Types (choose one) - Original Full Paper * Paper Field(choose one) 2) Science/Technology * Categories (choose one or more) a-1) Computer Graphics (Modeling) a-6) Image Processing c-3) Animation Content d) Other (Artificial Intelligence) * Special Issue Correspondence (choose one) - Submission for a Special Issue (Name:NICOGRAPH2023) - General Submission * Title A Cross-domain Color Mapping from Exemplar Anime Image Colorization Networks * Author(s) Jincheng Peng(Non-Member) Guoyue Chen(Non-Member) Kazuki Saruta(Non-Member) Yuki Terata(Non-Member) ** Please include one of (Regular Member / Student Member / Non Member) as appropriate for each author name. ** Note that at least one of the authors should be a regular member (not a student member) before the time of publication. If there are no regular members among the authors, the paper is acceptable on the premise that one of the authors will complete the member application procedure. * Author Affiliation(s) Akita Prefectural University * Author E-mail Address(es) d23s002@akita-pu.ac.jp chen@akita-pu.ac.jp saruta@akita-pu.ac.jp terata@akita-pu.ac.jp * Name, Address, Affiliation, Telephone number, Fax number, and E-mail Address of the Contact Person Guoyue Chen 84-4 Aza Ebinokuchi Tsuchiya Yurihonjo City 0184-27-2087 Fax 0184-27-2187 chen@akita-pu.ac.jp * Abstract (approx. 100 words) we propose a cross-domain color mapping from exemplar anime image colorization method, which is used for coloring a given anime image with a reference style. This method involves a supervised colorization network, which is divided into two structures: a domain semantic matching sub-network and a colorization sub-network. Experimental results have demonstrated that the anime coloring images generated by our network have high restoration similarity compared to the original reference images, reasonable coloration in the coloring area, and this colorization method solves the problem of prior color style transfer in anime images. * Keywords (around five) cross-domain color mapping, exemplar colorization, color style transfer, anime image colorization ** Authors should submit their manuscripts (PDF or WORD format) to the secretariat of The Society of Art and Science by e-mail, with a cover sheet (in plain text). The secretariat will inform the author of the receipt number after receiving the manuscript. ** No manuscripts bigger than 10 MB will be accepted. If the file size exceeds 10 MB, please upload it to an author’s website.