Faraway-Frustum: Dealing with Lidar Sparsity for 3D Object Detection using Fusion

Haolin Zhang, Dongfang Yang, Ekim Yurtsever +2

Learned pointcloud representations do not generalize well with an increase in distance to the sensor. For example, at a range greater than 60 meters, the sparsity of lidar pointclo…