David Emmerichs

VelocityNet: Motion-Driven Feature Aggregation for 3D Object Detection in Point Cloud Sequences

The most successful methods for LiDAR-based 3D object detection use sequences of point clouds in order to exploit the increased data density through temporal aggregation. However, common aggregation methods are rarely able to capture fast-moving objects appropriately. These objects are displaced by…