Please use this identifier to cite or link to this item: https://dspace.ncfu.ru/handle/20.500.12258/12072
Title: A new method of cleaning video from impulse noise
Authors: Chervyakov, N. I.
Червяков, Н. И.
Lyakhov, P. A.
Ляхов, П. А.
Orazaev, A. R.
Оразаев, А. Р.
Valueva, M. V.
Валуева, М. В.
Keywords: Adaptive filter;Digital video processing;Median filter;Impulse noise
Issue Date: 2019
Publisher: Institute of Electrical and Electronics Engineers Inc.
Citation: Chervyakov, N.I., Lyakhov, P.A., Orazaev, A.R., Valueva, M.V. A new method of cleaning video from impulse noise // 2019 International Conference on Engineering and Telecommunication, EnT 2019. - 2019. - Номер статьи 9030589
Series/Report no.: 2019 International Conference on Engineering and Telecommunication, EnT 2019
Abstract: The paper proposes a new method of impulse noise filtering for video data processing. The method is based on the combined use of iterative processing and transformation of the result of median filtering based on the Lorentz distribution. The experimental part of the paper presents the results of comparing the quality of the proposed method with known analogs. Video distorted by impulse noise with pixel distortion probabilities from 1% to 99% inclusive was used for the simulation. Numerical assessment of the quality of cleaning video data from noise based on the peak signal-to-noise ratio (PSNR) showed that the proposed method shows the best result of processing in most considered cases, compared with the known analogs. The results obtained in the paper can be used in practical applications of digital video processing, for example, in systems of video surveillance, identification systems and control of industrial processes
URI: http://hdl.handle.net/20.500.12258/12072
Appears in Collections:Статьи, проиндексированные в SCOPUS, WOS

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