Text-Driven Diverse Facial Texture Generation via Progressive Latent-Space Refinement

arXiv:2404.09540v1 Announce Type: new
Abstract: Automatic 3D facial texture generation has gained significant interest recently. Existing approaches may not support the traditional physically based rendering pipeline or rely on 3D data captured by Light Stage. Our key contribution is a progressive latent space refinement approach that can bootstrap from 3D Morphable Models (3DMMs)-based texture maps generated from facial images to generate high-quality and diverse PBR textures, including albedo, normal, and roughness. It starts with enhancing Generative Adversarial Networks (GANs) for …

abstract arxiv bootstrap cs.cv data diverse key latent-space light pipeline rendering space stage support text texture type via