Raj Rajkumar

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

In this paper, we propose a graph neural network to detect objects from a LiDAR point cloud. Towards this end, we encode the point cloud efficiently in a fixed radius near-neighbors graph. We design a graph neural network, named Point-GNN, to predict the category and shape of the object that each ve…