Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models

Ruofan Liang; Zan Gojcic; Huan Ling; Jacob Munkberg; Jon Hasselgren; Chih-Hao Lin; Jun Gao; Alexander Keller; Nandita Vijaykumar; Sanja Fidler; Zian Wang

doi:10.1109/cvpr52734.2025.02428

CVPR2025顶会

Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models

Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Chih-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

DOI 出版方

2025年份

42顶会引用

摘要

Reference Inverse Rendering Forward Rendering Figure 1 . We present DIFFUSIONRENDERER, a general-purpose method for both neural inverse and forward rendering. From input images or videos, it accurately estimates geometry and material buffers, and generates photorealistic images under specified lighting conditions, offering fundamental tools for image editing applications.