Coloration Parsing and Transfer Design of Han Folk Costumes

Author:

Jia Jing1ORCID,Xu Pinghua2ORCID,Cui Rongrong1ORCID,Cao Jingwen1ORCID,Sun Xiaowan1ORCID

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

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