Peiyang Ni

Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation

Adverse-weather LiDAR point cloud generation is challenged by complex weather-induced degradations. These degradations affect geometry and reflectance in fundamentally different ways, making joint modeling difficult and ambiguous, especially when diverse real-world training data is limited. To addre