Aiming at the problem of single stitching scenes (ordered or disordered images). which are time-consuming and involve complex computation during the image stitching. a multi-scene image stitching method based on merge sorting is proposed called merge-sorting image stitching (MSIS). We established an image stitching model based on merge sorting. https://seriouswatchers.shop/product-category/new/