1. A computer-readable recording medium that stores therein a computer program for generating a vehicle image for identifying a vehicle from an original image, the computer program causing a computer to execute: identifying a component of the vehicle in the original image; defining an identification region including an identification component for identifying the vehicle based on the component; extracting the identification region from the original image; and generating the vehicle image based on extracted identification region.