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

doi:10.1155/2022/7161593

IR > 设计艺术学院

	Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning
	Lu, Xijun1 ; Yang, Yu 1; Wang, Lei 2; Wang, Heqi 1
	2022-07-09
发表期刊	Wireless Communications and Mobile Computing
ISSN	1530-8669
卷号	2022
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.
关键词	Deep learning Design 'current Creative design Creative industries Creatives Digital economy Dunhuang Dunhuang mural Globalisation Paper analysis Traditional cultures
DOI	10.1155/2022/7161593
收录类别	EI ; SCIE
语种	英语
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000852894800004
出版者	Hindawi Limited
EI入藏号	20223012399746
EI主题词	Learning algorithms
EI分类号	461.4 Ergonomics and Human Factors Engineering - 723.4.2 Machine Learning
来源库	WOS
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/159422
专题	设计艺术学院
通讯作者	Yang, Yu
作者单位	1.Lanzhou Univ Technol, Sch Design & Art, Lanzhou 730000, Gansu, Peoples R China; 2.Hebei Univ Engn Handan, Sch Humanities & Law, Handan 056038, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
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).