Guangzhong Dong

4D Radar Diffusion with Adaptive Visual-Aided Condition for Point Cloud Enhancement

Despite its resilience in adverse weather, millimeter-wave (mmWave) radar yields sparse and noisy point clouds that limit its perception and localization performance. Diffusion models have recently gained attention for enhancing millimeter-wave radar in perception tasks due to their strong denoising…