The invention may be embodied as a fingerprint scanner having a housing, a curved-surface imaging system and a planar imaging system. The curved-surface imaging system may be capable of collecting information that may be used to produce a curved-surface image of a finger. The planar imaging system may be capable of collecting information that may be used to produce a planar image of one or more fingers at a time.