DiffusionRig: Learning Personalized Priors for Facial Appearance Editing

Input Rigging Expression Rigging Lighting Rigging Pose Condition Output Condition Output Condition Output Figure 1. DiffusionRig takes in coarse physical rendering as the condition to "rig" the input image with learned personal priors. The edited images respect the rendering conditions, preserve the identity, and exhibit high-frequency facial details.