Enhancing Sparse mmWave Radar Point Clouds through Diffusion-Based Super-Resolution

A novel diffusion-based approach, named Radar-diffusion, is proposed to efficiently enhance sparse mmWave radar point clouds into dense LiDAR-like point clouds for improved all-weather perception.