1. An image processing method, comprising the step of applying a predetermined structure in an input image, representing that an element of the structure is missing, to a model other than the missing element to recover the missing element of the structure in the input image, the model representing the predetermined structure by a statistical characteristic amount obtained by performing predetermined statistical processing on a plurality of images representing the predetermined structure including the recovery target element.