2 papers
cs.CV2026
DirectUV: Image-Conditioned UV Texture Generation with Surface-Aware Positional Encoding
Jiantao Lin, Yingjie Xu, Mingzhi Sheng +3
Generating high-quality UV textures for 3D meshes remains challenging. Multi-view projection pipelines suffer from occlusion and view inconsistency, and recent methods that generat…
cs.CV2025
Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model
Jing He, Haodong Li, Mingzhi Sheng +1
Recovering pixel-wise geometric properties from a single image is fundamentally ill-posed due to appearance ambiguity and non-injective mappings between 2D observations and 3D stru…