Material Palette: Extraction of Materials from a Single Image, CVPR'24

Authors: Ivan Lopes (Inria), Fabio Pizzati (Oxford Uni.), Raoul de Charette (Inria) Page | arXiv | Github | Dataset (soon) Abstract: In this paper, we propose a method to extract Physically-Based-Rendering (PBR) materials from a single real-world image. We do so in two steps: first, we map regions of the image to material concepts using a diffusion model, which allows the sampling of texture images resembling each material in the scene....

December 7, 2023 ยท Ivan Lopes, Fabio Pizzati, and Raoul de Charette