1. A method for identifying eyes of a subject, the method comprising the steps of: generating a difference image of the subject using active illumination analysis; identifying a set of pupil candidates from the difference image; and performing an appearance-based analysis with the set of pupil candidates to identify the eyes of the subject from among the pupil candidates.