The basic aim of the theory is that of determining the mathematical characterization of the relationship existing between misplacement and pixel intensity at the re-sampling location and those neighboring pixel intensities. This is done in the Section II of the book for the bivariate linear interpolation function. This characterization should be dependent on the local properties of the interpolation function and independent from any constant shifts and also dependent on the local properties of the discrete signal.