Object six degrees of freedom (6-DoF) pose estimation is the powerful vision algorithm for the robot-environment interaction. However, current robust pose estimation algorithms rely heavily on labeled ...

Predicting the 6DoF pose of vehicles from a single view image without additional constraints remains an ill-posed problem. Current monocular approaches require expensive and time-consuming annotations ...