The human target in the recognition scene belongs to the category of biometric recognition, but compared with other biometric recognition technologies such as face recognition, gesture recognition, fingerprint recognition and iris recognition, infrared human target recognition faces unclear recognition categories, complex target structures and problems. Difficulty in positioning. Breaking through these constraints is the key to reliably identify human templates.