Peihao Zhang

DG-RainDiff: Depth-Guided Dynamic Message Passing Diffusion Model for Mixture of Rain Removal

Real-world rain is a mixture of rain streaks and rainy haze. It poses a great challenge for current deraining techniques due to two reasons. First, existing methods consider rain streaks removal and rainy haze removal as separate processes. Second, they are limited in insufficient modeling ability t…