基于风格迁移算法的敦煌装饰图案创新设计研究

Innovative Design of Dunhuang Decorative Patterns Based on Image Style Transfer Algorithm

人工智能技术不断推动着艺术设计的发展,将敦煌艺术风格应用到文创产品中,实现了艺术和科技的融合,对传统文化的创新具有重要意义。本文以敦煌装饰图案为研究对象,对敦煌装饰图案的文化特征和风格迁移算法进行总结和调研,利用风格迁移算法将敦煌装饰图案迁移到重组后的敦煌装饰图案和敦煌风景中,应用在文创产品中,实现了传统文化与人工智能技术的融合。

Artificial intelligence technology continues to promote the development of art design,and the application of Dunhuang art style to cultural and creative products realizes the integration of art and technology,which is of great significance to the innovation of traditional culture.This paper takes Dunhuang decorative patterns as the research object,summarizes and investigates the cultural characteristics and style migration algorithm of Dunhuang decorative patterns,and uses the image style transfer algorithm to migrate Dunhuang decorative patterns to the restructured Dunhuang decorative patterns and Dunhuang landscapes,and applies them to the cultural and creative products,which realizes the fusion of traditional culture and artificial intelligence technology.