Learning to Optimally Segment Point Clouds

Peiyun Hu, David Held, Deva Ramanan

We focus on the problem of class-agnostic instance segmentation of LiDAR point clouds. We propose an approach that combines graph-theoretic search with data-driven learning: it sea…