Gaussian Splatting in Style

arXiv:2403.08498v1 Announce Type: new
Abstract: Scene stylization extends the work of neural style transfer to three spatial dimensions. A vital challenge in this problem is to maintain the uniformity of the stylized appearance across a multi-view setting. A vast majority of the previous works achieve this by optimizing the scene with a specific style image. In contrast, we propose a novel architecture trained on a collection of style images, that at test time produces high quality stylized novel views. Our …

abstract arxiv challenge cs.cv dimensions image spatial style style transfer transfer type vast view vital work