Creation of 3D content by stylization is a promising yet challenging problem in computer
vision and graphics research. In this work, we focus on stylizing photorealistic appearance …

Text-driven 3D stylization is a complex and crucial task in the fields of computer vision (CV)
and computer graphics (CG), aimed at transforming a bare mesh to fit a target text. Prior …

In this work, we develop intuitive controls for editing the style of 3D objects. Our framework,
Text2Mesh, stylizes a 3D mesh by predicting color and local geometric details which …

Recent advances in 3D scene representation and novel view synthesis have witnessed the
rise of Neural Radiance Fields (NeRFs). Nevertheless, it is not trivial to exploit NeRF for the …

Recent progress in the text-driven 3D stylization of a single object has been considerably
promoted by CLIP-based methods. However the stylization of multi-object 3D scenes is still …

We apply style transfer on mesh reconstructions of indoor scenes. This enables VR
applications like experiencing 3D environments painted in the style of a favorite artist. Style …

In this paper, we investigate an open research task of generating controllable 3D textured
shapes from the given textual descriptions. Previous works either require ground truth …

Automatic 3D content creation has achieved rapid progress recently due to the availability of
pre-trained, large language models and image diffusion models, forming the emerging topic …

Abstract 3D scene stylization aims at generating stylized images of the scene from arbitrary
novel views following a given set of style examples, while ensuring consistency when …

Abstract We propose Text2Scene, a method to automatically create realistic textures for
virtual scenes composed of multiple objects. Guided by a reference image and text …