Joint Filtering and Segmentation of Non-uniform Random Fields with Exponentially Correlated Textures

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.2009.39.47-53

Keywords:

image filtering, image segmentation, random field, texture

Abstract

It’s synthesized the optimal and kvazioptimal algorithms of joint filtering and segmentation of non-uniform random fields with exponentially correlated textures. The presented algorithms are based on the mixed Markov processes in discrete time. The analysis of kvazioptiamal algorithm is done on the model example with using the statistical modeling on computer.

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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3. Хабиби А. Двумерная байесовская оценка изображений//ТИИЭР. 1972. т.60. №7. С.153-160.
4. Виттих В.А., Сергеев В.В., Сойфер В.А. Обработка изображений в автоматизированных системах научных исследований. – М.:Наука, 1982 – 214с.
5. Сейдж Э., Мелс Дж. Теория оценивания и ее применение в связи и управлении: Пер. с англ./Под ред. Б.Р.Левина. – М.:Связь, 1976 - 496с.

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Published

2012-11-24

How to Cite

Вишневий, С. В. and Жук, С. (2012) “Joint Filtering and Segmentation of Non-uniform Random Fields with Exponentially Correlated Textures”, Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, 0(39), pp. 47-53. doi: 10.20535/RADAP.2009.39.47-53.

Issue

No. 39 (2009)

Section

Telecommunication, navigation, radar systems, radiooptics and electroacoustics

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