1. A method for segmenting images, comprising the steps of, providing an image comprising a plurality of pixels; categorizing said pixels into a plurality of subsets using one or more indexes; determining a log-likelihood function of one or more of said indexes; and generating one or more maps based on said determination of said log-likelihood function of one or more of said indexes.