A cabinet or cart has at least one limited-access drawer or compartment and employs facial recognition (FR) to permit an authorized user to access the limited-access drawer or compartment. A visible light image of the user and a thermal image of the user are taken simultaneously or nearly simultaneously, with the thermal image serving to confirm the validity of the FR and authenticate the user's identity.