This video shows a positioning task performed by visual servoing wrt to non-planar objects. The approach is based on robust statistics. No a priori knowledge or hypothesis about the shape of the object is required. The desired image is also unknown. The experimental system consists of a 6 dof robot with an eye-in-hand CCD camera. 
