Philipp Grosenick

Optimizing Keypoint-based Single-Shot Camera-to-Robot Pose Estimation through Shape Segmentation

We introduce an optimization method for recent approaches on keypoint-based pose estimation of robotic manipulators utilizing monocular images. The method takes into account the segmented shape of the robot using Convolutional Neural Networks and a keypoint refinement through a set of score values.…