1. A method of personal identification, the method comprising: switching between visible and near infrared light; acquiring palmprint image and palm vein image from a person under the visible and the near infrared light; extracting sub-images from the palmprint image and the palm vein image based on a region of interest; extracting multiple features from the sub-images; and matching the extracted multiple features with stored information in a database to authenticate the person.