Restoration of High Resolution Image from Undersampled Multiframes

In order to restore a high resolution image from a sequence of low resolution,undersampled, discrete frames,we propose a general formula of restoration for the 1D case and the 2D case. Computer simulation demonstrate the performance of the theory.