%0 Journal Article %A Konchits , Andrey P. %A Sukach, Elena I. %D 2019 %I Begell House %K probability-algebraic simulation, stochastic algebras, image processing, noise histogram, inverse problem %N 1 %P 49-58 %R 10.1615/JAutomatInfScien.v51.i1.50 %T Application of Probability-Algebraic Simulation for Analysis of Images in the Presence of Noise %U https://www.dl.begellhouse.com/journals/2b6239406278e43e,3a51e96f24729a75,7918cb08481dd0f1.html %V 51 %X The paper deals with the method of probability-algebraic simulation based on the apparatus of stochastic algebras used for describing the composition of images. The exact analytical method is proposed for obtaining a histogram of a noisy image from the histogram of the original image and a histogram of noise enabling the inverse problem to be solved within the framework of the constructed model %8 2019-05-03