On the use of mutual information in image parameters' estimation

Abstract

Mutual information is considered as an objective function in recurrent image parameters' estimation procedures. Different approaches to image entropy estimation are analyzed. An optimization of stochastic gradient ascend algorithm using mutual information as the objective function is proposed.