Iterative interactive reference type stereo image super-resolution reconstruction method and system

The invention discloses an iterative interactive reference type stereo image super-resolution reconstruction method and system. The method comprises the following steps: acquiring two images to be reconstructed; inputting two images to be reconstructed into the trained image reconstruction model to obtain a high-resolution left view stereo image and a high-resolution right view stereo image; according to the trained image reconstruction model, features in views of two images to be reconstructed are extracted by using a plurality of information perception modules; the model is also used for simulating a dependency relationship between views based on a pixel matching module and a block matching module; the pixel matching module is used for forming internal intersection and internal iteration; the image block matching module is used for generating a matching dictionary; projecting the matching dictionary to a high-resolution space, and performing high-resolution view information interaction by using the feature