Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images

The article proposes a method for cleaning impulse noise from random pixel intensity and location on images. The proposed method is based on a bilateral and median filter for impulse detection and noise removal. The experimental part showed that the proposed filter makes it possible to clean this ty...

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Hauptverfasser:	Lyakhov, P. A., Ляхов, П. А., Orazaev, A. R., Оразаев, А. Р., Baboshina, V. A., Бабошина, В. А.
Format:	Статья
Sprache:	English
Veröffentlicht:	Institute of Electrical and Electronics Engineers Inc. 2022
Schlagworte:	Adaptive median filter Bilateral filter Impulse noise Noise detection
Online Zugang:	https://dspace.ncfu.ru/handle/20.500.12258/21552
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spelling	ir-20.500.12258-215522022-10-28T13:42:07Z Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images Lyakhov, P. A. Ляхов, П. А. Orazaev, A. R. Оразаев, А. Р. Baboshina, V. A. Бабошина, В. А. Adaptive median filter Bilateral filter Impulse noise Noise detection The article proposes a method for cleaning impulse noise from random pixel intensity and location on images. The proposed method is based on a bilateral and median filter for impulse detection and noise removal. The experimental part showed that the proposed filter makes it possible to clean this type of noise with high efficiency. The method's effectiveness is especially noticeable at the high intensity of this type of impulse noise. The obtained results can be applied to various digital image processing tasks, such as medical image analysis and satellite image processing. 2022-10-28T13:41:15Z 2022-10-28T13:41:15Z 2022 Статья Lyakhov, P.A., Voznesensky, A.S., Shalugin, E.D., Orazaev, A.R., Baboshina, V.A. Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images // 2022 11th Mediterranean Conference on Embedded Computing, MECO 2022. - 2022. - DOI10.1109/MECO55406.2022.9797149 http://hdl.handle.net/20.500.12258/21552 en 2022 11th Mediterranean Conference on Embedded Computing, MECO 2022 application/pdf Institute of Electrical and Electronics Engineers Inc.
institution	СКФУ
collection	Репозиторий
language	English
topic	Adaptive median filter Bilateral filter Impulse noise Noise detection
spellingShingle	Adaptive median filter Bilateral filter Impulse noise Noise detection Lyakhov, P. A. Ляхов, П. А. Orazaev, A. R. Оразаев, А. Р. Baboshina, V. A. Бабошина, В. А. Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
description	The article proposes a method for cleaning impulse noise from random pixel intensity and location on images. The proposed method is based on a bilateral and median filter for impulse detection and noise removal. The experimental part showed that the proposed filter makes it possible to clean this type of noise with high efficiency. The method's effectiveness is especially noticeable at the high intensity of this type of impulse noise. The obtained results can be applied to various digital image processing tasks, such as medical image analysis and satellite image processing.
format	Статья
author	Lyakhov, P. A. Ляхов, П. А. Orazaev, A. R. Оразаев, А. Р. Baboshina, V. A. Бабошина, В. А.
author_facet	Lyakhov, P. A. Ляхов, П. А. Orazaev, A. R. Оразаев, А. Р. Baboshina, V. A. Бабошина, В. А.
author_sort	Lyakhov, P. A.
title	Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
title_short	Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
title_full	Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
title_fullStr	Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
title_full_unstemmed	Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
title_sort	bilateral and median filter combination for high-quality cleaning of random impulse noise in images
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2022
url	https://dspace.ncfu.ru/handle/20.500.12258/21552
work_keys_str_mv	AT lyakhovpa bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages AT lâhovpa bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages AT orazaevar bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages AT orazaevar bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages AT baboshinava bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages AT babošinava bilateralandmedianfiltercombinationforhighqualitycleaningofrandomimpulsenoiseinimages
_version_	1760601875693961216

Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images

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