Zhuochen Yu

ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network

The sparsity of point clouds and inadequacy of semantic information pose challenges to current LiDAR-only 3D object detection methods. Recent methods alleviate these challenges by converting RGB images into virtual points via depth completion to be fused with LiDAR points. Although these methods hav…