Abstract:An abridged algorithm of 2D hidden Markov chain model and its parameter estimation method are made. This method is simplier compared with preceding ones. Based on this method the corresponding recognition method and parameter estimation are presented. And estimating parameters in this manner is equivalent to the maximizing of the likelihood.