Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images

The paper is devoted to the problem of processing images with Gaussian noise. The method proposes a new way of denoising. This algorithm can effectively clean the image from noise and keep the edges of objects precise. The research was conducted in MATLAB R2019b, the quality of the proposed filter w...

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Asıl Yazarlar:	Baboshina, V. A., Бабошина, В. А., Orazaev, A. R., Оразаев, А. Р.
Materyal Türü:	Статья
Dil:	English
Baskı/Yayın Bilgisi:	Institute of Electrical and Electronics Engineers Inc. 2022
Konular:	Bilateral filtering Gaussian noise Image denoising filter Median filtering Peak signal-to-noise ratio
Online Erişim:	https://dspace.ncfu.ru/handle/20.500.12258/21553
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

id	ir-20.500.12258-21553
record_format	dspace
spelling	ir-20.500.12258-215532022-10-28T13:50:36Z Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images Baboshina, V. A. Бабошина, В. А. Orazaev, A. R. Оразаев, А. Р. Bilateral filtering Gaussian noise Image denoising filter Median filtering Peak signal-to-noise ratio The paper is devoted to the problem of processing images with Gaussian noise. The method proposes a new way of denoising. This algorithm can effectively clean the image from noise and keep the edges of objects precise. The research was conducted in MATLAB R2019b, the quality of the proposed filter was tested using a peak signal-to-noise ratio and a structural similarity index. This method can de-noise images more efficiently in comparison with most existing methods. The proposed method de-noise better by 1-6 dB than comparable methods in the work. It can be used in applications, image processing, or as a precleaning program for an image recognition neural network. 2022-10-28T13:49:26Z 2022-10-28T13:49:26Z 2022 Статья Baboshina, V.A., Orazaev, A.R., Shalugin, E.D., Sinitca, A.M. Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images // 2022 11th Mediterranean Conference on Embedded Computing, MECO 2022. - 2022. - DOI10.1109/MECO55406.2022.9797124 http://hdl.handle.net/20.500.12258/21553 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	Bilateral filtering Gaussian noise Image denoising filter Median filtering Peak signal-to-noise ratio
spellingShingle	Bilateral filtering Gaussian noise Image denoising filter Median filtering Peak signal-to-noise ratio Baboshina, V. A. Бабошина, В. А. Orazaev, A. R. Оразаев, А. Р. Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
description	The paper is devoted to the problem of processing images with Gaussian noise. The method proposes a new way of denoising. This algorithm can effectively clean the image from noise and keep the edges of objects precise. The research was conducted in MATLAB R2019b, the quality of the proposed filter was tested using a peak signal-to-noise ratio and a structural similarity index. This method can de-noise images more efficiently in comparison with most existing methods. The proposed method de-noise better by 1-6 dB than comparable methods in the work. It can be used in applications, image processing, or as a precleaning program for an image recognition neural network.
format	Статья
author	Baboshina, V. A. Бабошина, В. А. Orazaev, A. R. Оразаев, А. Р.
author_facet	Baboshina, V. A. Бабошина, В. А. Orazaev, A. R. Оразаев, А. Р.
author_sort	Baboshina, V. A.
title	Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
title_short	Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
title_full	Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
title_fullStr	Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
title_full_unstemmed	Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images
title_sort	combined use of a bilateral and median filter to suppress gaussian noise in images
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2022
url	https://dspace.ncfu.ru/handle/20.500.12258/21553
work_keys_str_mv	AT baboshinava combineduseofabilateralandmedianfiltertosuppressgaussiannoiseinimages AT babošinava combineduseofabilateralandmedianfiltertosuppressgaussiannoiseinimages AT orazaevar combineduseofabilateralandmedianfiltertosuppressgaussiannoiseinimages AT orazaevar combineduseofabilateralandmedianfiltertosuppressgaussiannoiseinimages
_version_	1760599774837342208

Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images

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