Robust Jacobian matrix estimation for image-based visual servoing

A method for local estimation through training of the feature Jacobian for uncalibrated closed-loop robot manipulator control is presented, which can handle non-Gaussian outliers due to illumination changes. This is achieved through the employment of a robust estimator. The method is experimentally validated through a sunroof fitting robot in a closed-loop control scheme.