Deep Directional Statistics: Pose Estimation with Uncertainty Quantification

Sergey Prokudin, Peter Gehler, Sebastian Nowozin

Modern deep learning systems successfully solve many perception tasks such as object pose estimation when the input image is of high quality. However, in challenging imaging condit…