•Solution: The function f can be computed using straightforward linear algebra.  See Principal Warps: Thin-Plate Splines and the Decomposition of Deformations by Bookstein, or Statistical Shape Analysis by Dryden and Mardia for details. •Extension: Can penalize mismatch of points (using function of || Ui – f(Xi)||).