Geometry-Aware Depth Estimation with Radar Point Cloud Upsampling

A novel radar-camera depth estimation framework, GET-UP, leverages attention-enhanced Graph Neural Networks to effectively extract and aggregate both 2D and 3D information from radar data, and incorporates a point cloud upsampling task to densify and refine the radar point cloud.