Registration of images with geometric distortions

A technique for registration of images with geometric distortions is described. This technique uses two surface splines to represent the X-component and the Y-component of a mapping function. A mapping function is described in such a way that it would map corresponding control points in the image exactly on top of each other and map other points in the image by interpolation using information and local geometric distortion between the images.>