I. Introduction
Image super-resolution (SR) is one of the important image processing methods to improve the image resolution in the field of computer vision. It is a task to generate high-resolution (HR) images using low resolution (LR) images. It is widely used in medical imaging [1] [2], criminal investigation security [3] [4], satellite imaging [5] [6] and other fields.