Ming Sheng

DirectUV: Image-Conditioned UV Texture Generation with Surface-Aware Positional Encoding

Generating high-quality UV textures for 3D meshes remains challenging. Multi-view projection pipelines suffer from occlusion and view inconsistency, and recent methods that generate textures directly in UV space still rely on auxiliary modules to supply 3D information, leaving the attention mechanism tied to UV-grid po...