4 papers
WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians
Dmytro Kotovenko, Olga Grebenkova, Nikolaos Sarafianos +8
While style transfer techniques have been well-developed for 2D image stylization, the extension of these methods to 3D scenes remains relatively unexplored. Existing approaches de…
Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes
Dmytro Kotovenko, Matthias Wright, Arthur Heimbrecht +1
There have been many successful implementations of neural style transfer in recent years. In most of these works, the stylization process is confined to the pixel domain. However,…
A Content Transformation Block For Image Style Transfer
Dmytro Kotovenko, Artsiom Sanakoyeu, Pingchuan Ma +2
Style transfer has recently received a lot of attention, since it allows to study fundamental challenges in image understanding and synthesis. Recent work has significantly improve…
A Style-Aware Content Loss for Real-time HD Style Transfer
Artsiom Sanakoyeu, Dmytro Kotovenko, Sabine Lang +1
Recently, style transfer has received a lot of attention. While much of this research has aimed at speeding up processing, the approaches are still lacking from a principled, art h…