The types of classifiers used can be based on skin colour, age characteristics, eye-shape and eye-brow thickness, the person's hair and clothing, and poses associated with a person and whether or not a person may be wearing makeup, such as eye-shadow or lipstick, or glasses obtained from the training performed on the personal image collection.