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Journal of Automation and Information Sciences

年間 12 号発行

ISSN 印刷: 1064-2315

ISSN オンライン: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Application of Probability-Algebraic Simulation for Analysis of Images in the Presence of Noise

巻 51, 発行 1, 2019, pp. 49-58
DOI: 10.1615/JAutomatInfScien.v51.i1.50
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要約

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

参考
  1. Bates R., McDonnell M., Image restoration and reconstruction [Russian translation], Mir, Moscow, 1989.

  2. Potapov A.A., Gulyaev Yu.V., Nikitov S.A., Pakhomov A.A., German V.A., Modern methods of image processing, Ed. by A.A. Potapov [in Russian], Fizmatlit, Moscow, 2008.

  3. Sprindzuk M.V., Konchits A.P., Shukelovich A.V., Demidchik Y.P., Shelkovich S.E., Fridman M.V., The method for ovarian cancer prediction based on computerized morphometry of D2-40 stained images, International Conference on Digital Technologies, Slovakia, Zilina, IEEE, 2013, 52–54. DOI: 10.1109/DT.2013.6566285

  4. Sukach E.I., Probability-algebraic simulation of complex graph structure systems [in Russian], GGU im. F. Skoryny, Gomel, 2012.

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