Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

Martin Sundermeyer, Zoltan-Csaba Marton, Maximilian Durner +2

We propose a real-time RGB-based pipeline for object detection and 6D pose estimation. Our novel 3D orientation estimation is based on a variant of the Denoising Autoencoder that i…