Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang

LiDAR-produced point clouds are the major source for most state-of-the-art 3D object detectors. Y et, small, distant, and incomplete objects with sparse or few points are often hard to detect.