Abstract: Aerial object detection is an important task and has received significant attention in recent years. Aerial images typically depict small and sparse instances against a simple background.

3D object detection using point clouds has become a key in this field. Multi-frame fusion of point clouds is a promising technique to enhance 3D object detection for autonomous driving systems.