D-Aug: A Novel LiDAR Data Augmentation Method for Enhancing Dynamic Scene Analysis

D-Aug, a novel LiDAR data augmentation method, enhances the continuity of inserted objects across successive frames in dynamic scenes, leading to significant improvements in 3D object detection and tracking performance.