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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Imprimer: 1064-2315
ISSN En ligne: 2163-9337

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Volume 52, 2020 Volume 51, 2019 Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v51.i1.50
pages 49-58

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

Andrey P. Konchits
Forest Institute of National Academy of Sciences of Belarus, Gomel (Belarus)
Elena I. Sukach
Francisk Skorina Gomel State University, Gomel (Belarus)

RÉSUMÉ

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

RÉFÉRENCES

  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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