GRADE: Single-Frame Generative Radar Depth Estimation Under Visual Degradation

Bin Zhao, Patrick Chiou, Nakul Garg

Dense 3D depth perception fails under smoke, fog, and darkness because optical sensors cannot penetrate airborne particulates. mmWave radar remains usable and measures range accura…