1. A method, comprising: accumulating a co-occurrence matrix of an input image; calculating a Markov transition matrix from the co-occurrence matrix; and generating a Markov stationary color descriptor of the input image using the Markov transition matrix; wherein the Markov stationary color descriptor is a unique, invariant, and stable representation of the co-occurrence matrix.