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Computer Optics, 2018, Volume 42, Issue 2, Pages 306–311
DOI: https://doi.org/10.18287/2412-6179-2018-42-2-306-311
(Mi co508)
 

This article is cited in 6 scientific papers (total in 6 papers)

IMAGE PROCESSING, PATTERN RECOGNITION

Comparative image filter-ing using monotonic morphological operators

A. Yu. Rubis, M. A. Lebedev, Yu. V. Vizilter, O. V. Vygolov, S. Yu. Zheltov

Federal State Unitary Enterprise “State Research Institute of Aviation Systems” (FGUP “GosNIIAS”), Moscow, Russia
References:
Abstract: In a previous work, we proposed a Comparative Morphology (CM) construction scheme that generalized Pytyev's Morphological Image Analysis approach onto a wider range of practical image comparison applications. Within a Guided Contrasting framework, a filtering procedure and a related change detection algorithm were developed. In this work, we propose a class of CM filtering in which Mathematical Morphology operators introduced by Serra are used as smoothing operators that offer monotonically non-increasing (non-decreasing) filtering, in contrast to linear diffusion filtering and non-linear median filtering. The results of experiments on change detection based on the new CM filtering are discussed in comparison with other morphological procedures.
Keywords: image morphology, image filtering, background normalization, mathematical morphology.
Funding agency Grant number
Russian Science Foundation 16-11-00082
The work was funded by the Russian Science Foundation (RSF), grant No. 16-11-00082.
Received: 07.12.2017
Accepted: 28.02.2018
Document Type: Article
Language: Russian
Citation: A. Yu. Rubis, M. A. Lebedev, Yu. V. Vizilter, O. V. Vygolov, S. Yu. Zheltov, “Comparative image filter-ing using monotonic morphological operators”, Computer Optics, 42:2 (2018), 306–311
Citation in format AMSBIB
\Bibitem{RubLebViz18}
\by A.~Yu.~Rubis, M.~A.~Lebedev, Yu.~V.~Vizilter, O.~V.~Vygolov, S.~Yu.~Zheltov
\paper Comparative image filter-ing using monotonic morphological operators
\jour Computer Optics
\yr 2018
\vol 42
\issue 2
\pages 306--311
\mathnet{http://mi.mathnet.ru/co508}
\crossref{https://doi.org/10.18287/2412-6179-2018-42-2-306-311}
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  • https://www.mathnet.ru/eng/co/v42/i2/p306
  • This publication is cited in the following 6 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Computer Optics
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