Image Segmentation for Continuum Robots from a Kinematic Prior

Connor M. Watson,Anna B. Nguyen,Tania K. Morimoto,Connor M. Watson,Anna B. Nguyen,Tania K. Morimoto

In this work, we address the problem of robust segmentation of a continuum robot from images without the need for training data or markers. We present a method that leverages information about the kinematics of these robots to produce an estimate of the robot shape, which is refined through optimization over global image statistics. Our approach can be straightforwardly applied to any continuum ro...