Automatic Image Style Transfer Using an Augmented Style Set
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.
Authors
- Victor Kitov (ORCID: https://orcid.org/0000-0002-3198-5792)
- V. V. Ponamaryov
Institutions
- Plekhanov Russian University of Economics (RU)
- Lomonosov Moscow State University (RU)
- Moscow State University (TJ)
Publication Details
- Journal
- Программирование
- Published
- 2024-11-28
- DOI
- https://doi.org/10.31857/s0132347424030029
- Primary Topic
- Generative Adversarial Networks and Image Synthesis
- Type
- article
- Field-Weighted Citation Impact
- 0.00