1. A method for re-identifying an image, comprising: obtaining a plurality of images; generating a correspondence map between the plurality of images; defining a plurality of region signatures for one or more regions comprising the plurality of images; and comparing the plurality of images based on the correspondence map and the plurality of region signatures to perform image re-identification.