Affiliation:
1. School of Fashion Design & Engineering, Zhejiang Sci-Tech University, Hangzhou, China
2. School of Fashion Design & Engineering, Zhejiang Sci-Tech University, Hangzhou, China; Clothing Engineering Research Center of Zhejiang Province, Hangzhou, China; and Key Laboratory of Silk Culture Heritage and Products Design Digital Technology, Ministry of Culture and Tourism, P. R. China, Zhejiang Sci-Tech University, Hangzhou, China
Abstract
Traditional Costume Color has significant value of transmission and regeneration in contemporary design. In this article, we propose an automatic color parsing and transfer design system that assists designers to realize the creative design of the pattern color matching based on different traditional costume images and recommend sequence color schemes. The design system includes three modules: color extraction, automatic coloration, and color matching evaluation module. The adaptive bipartite
k
-means clustering algorithm is utilized to extract colors of each sample costume, while the genetic algorithm is applied to generate the optimal color matching scheme, and designers can participate in the design to obtain a satisfied scheme. The evaluation model combines the aesthetic measurement formula and the aesthetic measure of color harmony to evaluate the coloration quality. In the experiment, Jiangnan Han folk costumes are chosen as typical source samples to illustrate the effectiveness of the proposed method. Results show that different number of extracted colors and patterns can efficiently realize automatic coloration and can provide auxiliary decision-making for pattern color design in the fashion industry.
Funder
National Natural Science Foundation of China
Key Project of National Social Science Foundation of China
Fundamental Research Funds of Zhejiang Sci-Tech University
Key Laboratory of Clothing Design and Technology
Ministry of Education, China
National Virtual Simulation Experimental Teaching Center of Clothing Design
Major Projects of Education Teaching Reform Research in Zhejiang Sci-Tech University
Scientific Research Fund of Zhejiang Provincial Education Department
Zhejiang Provincial Research Center of Clothing Engineering Technology
Program of Graduate Innovation Research in Zhejiang Sci-Tech University
Publisher
Association for Computing Machinery (ACM)
Subject
Computer Graphics and Computer-Aided Design,Computer Science Applications,Information Systems,Conservation
Reference43 articles.
1. Color extraction and edge detection of nutrient deficiencies in cucumber leaves using artificial neural networks;Arie O.;CommIT J,2020
2. Aesthetic Measure
3. Color harmony
4. R. R. Cui and Z. C. Wang. 2020. Han Folk Costume Pedigree. China Textile & Apparel Press, Beijing.
5. Multi-Working Mode Product Color Planning Using Evolutionary Algorithm and Swarm Intelligence
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献