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FlashTex: Fast Relightable Mesh Texturing with LightControlNet
Feb. 21, 2024, 5:43 a.m. | Kangle Deng, Timothy Omernick, Alexander Weiss, Deva Ramanan, Jun-Yan Zhu, Tinghui Zhou, Maneesh Agrawala
cs.LG updates on arXiv.org arxiv.org
Abstract: Manually creating textures for 3D meshes is time-consuming, even for expert visual content creators. We propose a fast approach for automatically texturing an input 3D mesh based on a user-provided text prompt. Importantly, our approach disentangles lighting from surface material/reflectance in the resulting texture so that the mesh can be properly relit and rendered in any lighting environment. We introduce LightControlNet, a new text-to-image model based on the ControlNet architecture, which allows the specification of …
abstract arxiv creators cs.cv cs.gr cs.lg expert lighting material mesh meshes prompt surface text texture type visual
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