Theo Sechopoulos

Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering

In this paper, we present an approach to tactile pose estimation from the first touch for known objects. First, we create an object-agnostic map from real tactile observations to contact shapes. Next, for a new object with known geometry, we learn a tailored perception model completely in simulation