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Mathematical model can be described as: for a particular real-world objects, for a specific purpose, according to the specific internal rules to make some necessary simplifying assumptions, the use of appropriate mathematical tools to be a mathematical structure. Research in computer vision technology, the establishment of a specific mathematical model, can greatly simplify the problem. This article from the image segmentation, feature extraction, image recognition, computer vision techniques such as three-dimensional reconstruction in several important ways to describe the application of mathematical models.