Hongyuan Du

SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection

The sparsity of point clouds limits deep learning models on capturing long-range dependencies, which makes features extracted by the models ambiguous. In point cloud object detection, ambiguous features make it hard for detectors to locate object centers and finally lead to bad detection results. In…