AI-based artist style appreciation: folk art in the central plains oriented implementation platform
by Wei Tian
International Journal of Computer Applications in Technology (IJCAT), Vol. 71, No. 3, 2023

Abstract: The folk art in the Central Plains is rich in variety and has strong vitality. The culture of the Central Plains has a long history, and folk art is considered to be a representative type of folk culture in the Central Plains. However, there are few platforms for appreciation of folk-art styles. Therefore, based on the artificial intelligence technology that has been in the forefront of science and technology in recent years, image style transfer is used to guide the appreciators to appreciate the folk-art resources of Central Plains from multiple perspectives. Given this, this study proposes an image of folk art in the Central Plains style transfer algorithm with salient region reservation by fast style transfer algorithm. By introducing saliency detection network to generate saliency map of composite image and content image, which is helpful to improve the quality of stylised image. Experiments show that the stylised image generated by the algorithm proposed in this paper not only has satisfactory colour and texture, but also reserves salient regions in the content image, which is conducive to the appreciation of the folk-art in the Central Plains.

Online publication date: Tue, 11-Jul-2023

The full text of this article is only available to individual subscribers or to users at subscribing institutions.

 
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.

Pay per view:
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.

Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Computer Applications in Technology (IJCAT):
Login with your Inderscience username and password:

Username:        Password:          Forgotten your password?

Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.

If you still need assistance, please email subs@inderscience.com