APPLICATION OF PROBABILITY-ALGEBRAIC SIMULATION FOR ANALYSIS OF IMAGES IN THE PRESENCE OF NOISE

Konchits Andrey P. Candidate of biological sciences, docent, leading researcher of Forest Institute of National Academy of Sciences of Belarus, Gomel (Belarus)

Sukach Elena I.Candidate of technical sciences, docent of Francisk Skorina Gomel State University, Gomel (Belarus)

pages 122–130

DOI: 10.1615/JAutomatInfScien.v51.i1.50

A description is given of the method of probability-algebraic simulation based on the apparatus of stochastic algebras used to describe the composition of images. An 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, allowing the solution of the inverse problem within the framework of the constructed model.
Keywords: probability-algebraic simulation, stochastic algebras, image processing, noise, histogram.

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