INTRODUCTION Image Super Resolution (SR), which refers to the process of recovering high- resolution (HR) images from low-resolution (LR) images, is an important class of image processing techniques in computer vision. In general, this problem is very challenging and inherently ill posed since there are always multiple HR images for…