Statistical Pattern Recognition of the Iris

A method for applying pattern recognition techniques to recognize the identity of a person based on their iris is proposed. Hidden Markov Models are used to parametrically model the local frequencies of the iris. Also discussed is a transform of the iris image from two to one dimensional space and overcoming limited data with the generation of synthetic images.