Abstract: For self-driving cars, precise object detection is needed to ensure safety. In this paper, three different YOLO models, YOLOv5, YOLOv8, and YOLOv11, are tested on the KITTI dataset to find ...
Abstract: The object point clouds acquired by the original LiDAR are inherently sparse and incomplete, resulting in suboptimal single object tracking (SOT) precision for 3D bounding boxes, especially ...