Abstract: In this paper, we explore the impact of the spatial properties of point clouds on 3D object detection in autonomous driving scenarios. To reduce the memory and computational costs, existing ...

Abstract: Roadside perception is a challenging research area that presents even greater difficulties than vehicle perception. Due to the different locations and angles of cameras, roadside objects ...