Mathematical modeling of image compression is to use mathematical modeling to adjust the image structure. Pictures are composed of pixels and can be used for mathematical modeling. Mathematical modeling is a practice of using mathematical methods to solve practical problems. That is, through the process of abstraction, simplification, hypothesis and introduction of variables, the actual problem is expressed mathematically, a mathematical model is established, and advanced mathematical methods and computer technology are used to solve it.