The choice of the correlation kernel should reflect prior beliefs about the degree of response smoothness and the sensitivity of the response to the difference between structures. In this work we use an isotropic squared exponential correlation kernel, with the distance between the structures introduced through the Euclidean distance between the vectors of descriptors: