Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning

doi:10.1155/2022/7161593

CORC > 兰州理工大学 > 兰州理工大学 > 设计艺术学院

	Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning
	Lu, Xijun 2; Yang, Yu 2; Wang, Lei 1; Wang, Heqi 2
刊名	Wireless Communications and Mobile Computing
	2022
卷号	2022
关键词	Deep learning Design 'current Creative design Creative industries Creatives Digital economy Dunhuang Dunhuang mural Globalisation Paper analysis Traditional cultures
ISSN号	1530-8669
DOI	10.1155/2022/7161593
英文摘要	In today's era of innovation and the vigorous development of the digital economy, globalization and antiglobalization are intertwined, and cultural dissemination and integration are gradually expanding the influence and scope of the era; the revival and inheritance of traditional culture have become increasingly important in our country. The development of the creative industry is becoming more and more vigorous and full of vitality. Based on deep learning algorithms, this paper studies the cultural and creative design of Dunhuang frescoes in the Western Xia period. This paper analyzes the shortcomings of the current cultural and creative market and the characteristics of high-quality cultural and creative design, analyzes the principles of cultural and creative design of cultural relics, etc., proposes a generative confrontation network model, establishes a modern cultural and creative design model, and provides a three-level cultural model for cultural and creative design. The process is analyzed. In the evaluation and analysis of users, it is concluded that the integration of traditional culture design factor score is 4.80, conforming to the modern aesthetic situation is 4.63, conforming to the user's expectation of "elegant"is 4.73, and the comprehensive score is 4.72. © 2022 Xijun Lu et al.
WOS研究方向	Computer Science ; Engineering ; Telecommunications
语种	英语
出版者	Hindawi Limited
WOS记录号	WOS:000852894800004
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/159422]
专题	设计艺术学院
作者单位	1.School of Humanities and Law, Hebei University of Engineering, Handan; 056038, China 2.School of Design and Art, Lanzhou University of Technology, Gansu, Lanzhou; 730000, China;
推荐引用方式 GB/T 7714	Lu, Xijun,Yang, Yu,Wang, Lei,et al. Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning[J]. Wireless Communications and Mobile Computing,2022,2022.
APA	Lu, Xijun,Yang, Yu,Wang, Lei,&Wang, Heqi.(2022).Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning.Wireless Communications and Mobile Computing,2022.
MLA	Lu, Xijun,et al."Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning".Wireless Communications and Mobile Computing 2022(2022).