Chengpeng Xu

LDIP: Real-time on-road object detection with depth estimation from a single image

Detecting on-road objects with absolute depth information is one of the most crucial tasks in autonomous driving to ensure safety. Traditional 2D object detection aims to classify and locate objects in image space, but it cannot acquire in-depth information. While 3D object detection and pixel-level…