Work

Automatic Image Style Transfer Using an Augmented Style Set

Year: 2024

Type: article

Abstract: Image style transfer is an applied task for automatic rendering of the original image (content) in the style of another image (specifying the target style). Traditional image stylization methods provide only a single stylization result. If the user is not satisfied with it due to stylization artifacts, he has to choose a different style. The work proposes a modified stylization algorithm, giving a variety of stylization results, and achieves improved stylization quality by using additional style information from similar styles.

Source: Программирование

DOI: 10.31857/s0132347424030029

Authors: V. V. Ponamaryov, V. V. Kitov

Institutions: Lomonosov Moscow State University, Plekhanov Russian University of Economics

Language: English

Topic: Generative Adversarial Networks and Image Synthesis

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W4404821917

FWCI:

Cites: 12

Cited by:

Related to: 10