Exploring the Capabilities and Limits of 3D Monocular Object Detection -- A Study on Simulation and Real World Data

Felix Nobis, Fabian Brunhuber, Simon Janssen +2

3D object detection based on monocular camera data is a key enabler for autonomous driving. The task however, is ill-posed due to lack of depth information in 2D images. Recent dee…