Algorithm of uniting of optimal one-dimensional filtering outcomes for image processing

Authors

  • S. V. Vishnevyy National Technical University of Ukraine, Kyiv Politechnic Institute, Kiev
  • S. Ya. Zhuk National Technical University of Ukraine, Kyiv Politechnic Institute, Kiev http://orcid.org/0000-0002-0046-8450

DOI:

https://doi.org/10.20535/RADAP.2010.40.55-60

Keywords:

image filtering, estimations uniting, a posteriori probability density, random field

Abstract

The nonlinear algorithm of uniting of one-dimensional optimal filtering outcomes which describes the form of a posteriori probability density of image pixel is synthesized. Linear algorithm of uniting is obtained for the Gaussian random field image model.

Author Biographies

  • S. V. Vishnevyy, National Technical University of Ukraine, Kyiv Politechnic Institute, Kiev
    Вишневий С. В., аспірант каф. радіотехнічних пристроїв та систем радіотехнічного факультету
  • S. Ya. Zhuk, National Technical University of Ukraine, Kyiv Politechnic Institute, Kiev
    Жук С.Я., д.т.н., проф. кафедри радіотехнічних пристроїв та систем

References

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Грузман И.С., Микерин В.И., Спектор А.А. Двухэтапная фильтрация изображений на основе использования ограниченных данных.//Радиотехника и электроника. 1995. вып.5. С.817-822.

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Жук С.Я. Методы оптимизации дискретных динамических систем со случайной структурой / Монография. К.: НТУУ «КПИ», 2008. - 232с.

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Вишневый С.В., Жук С.Я. Совместная фильтрация и сегментация неоднородных случайных полей с экспоненциально коррелированными текстурами.// Вісник НТУУ ″КПІ″ Серія – Радіотехніка. Радіоапаратобудування. - 2009. - Вип. 39. С. 47-53.

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Published

2010-08-05

Issue

No. 40 (2010)

Section

Telecommunication, navigation, radar systems, radiooptics and electroacoustics

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How to Cite

“Algorithm of uniting of optimal one-dimensional filtering outcomes for image processing” (2010) Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, (40), pp. 55–60. doi:10.20535/RADAP.2010.40.55-60.

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