Image reconstruction method based on multi-view reference image, computer equipment and medium

The invention provides an image reconstruction method based on a multi-view-angle reference image, computer equipment and a computer readable storage medium, and the method comprises the steps: taking a multi-view-angle high-resolution image as a reference image; the resolution of a low-resolution image is improved by adopting a reference super-resolution image reconstruction method based on pixel transformation, the problem of inconsistent global definition caused by super-resolution reconstruction by only using a single reference image is relieved, and an image splicing technology and a reference super-resolution technology are combined together; in consideration of content difference between a low-resolution image and a reference image and unreliability of an optical flow in a simple and strong structure area, a fusion weight estimation module and a gradient branch are additionally introduced, and a large-field-angle high-resolution image which is consistent in global definition and free of obvious geometr