arrow
Return

Style Brush: Guided Style Transfer for 3D Objects

delete2026-02-01
delete0
delete
OA
AI
Á
Á. Kovács
P
Pedro Hermosilla
R
Renata G. Raidou *
DOI:10.1111/cgf.70308delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
We introduce Style Brush, a novel style transfer method for textured meshes designed to empower artists with fine-grained control over the stylization process. Our approach extends traditional 3D style transfer methods by introducing a novel loss function that captures style directionality, supports multiple style images or portions thereof and enables smooth transitions between styles in the synthesized texture. The use of easily generated guiding textures streamlines user interaction, making our approach accessible to a broad audience. Extensive evaluations with various meshes, style images and contour shapes demonstrate the flexibility of our method and showcase the visual appeal of the generated textures. Finally, the results of a user study indicate that our approach generates visually appealing mesh textures that adhere to user-defined guidance and enable users to retain creative control during stylization. Our implementation is available on: https://github.com/AronKovacs/style-brush.
Keywords:
3D style transfer
user guidance
mesh texture synthesis
directional guidance
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Computer Graphics Forum cover
Computer Graphics Forum
IF:
2.9
Papers:
497
Citations:
1.1W

Organization

T
Technische Universitat Wien
Scholars:
1.3W
Papers: 1.1W
Citations: 21