NDLI: Removal of high density impulse noise from color images using an adaptive fuzzy filter

Content Provider	IEEE Xplore Digital Library
Author	Rahman, T. Uddin, M.S.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci. & Eng., Jahangirnagar Univ., Dhaka, Bangladesh (Rahman, T.; Uddin, M.S.)
Abstract	Low density impulse noise can be successfully denoised by traditional median filter. But the performance badly deteriorates if the noise density is high. Recently fuzzy-based adaptive median filter has been introduced to handle high density noise in grayscale images. To make it more generalized in this paper we develop an adaptive fuzzy median filter to remove impulse noise from color images. Here we use fuzzy filter with fully adaptive and automatically adjustable threshold value on each component of RGB color space to remove the noise. Finally concatenation is applied to RGB components for restoring the original image. Experimental result confirms the superiority of the proposed method compared to the state-of-the-art median filtering approaches in terms of both denoising and detail preservation.
Starting Page	1
Ending Page	5
File Size	3315911
Page Count	5
File Format	PDF
ISBN	9781479948208
e-ISBN	9781479948192
DOI	10.1109/ICEEICT.2014.6919165
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-04-10
Publisher Place	Bangladesh
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Threshold value Peak signal to noise ratio Maximum likelihood detection PSNR Adaptive filters Nonlinear filters Color Filtering algorithms Impulse noise Adaptive fuzzy median filter Mean square error
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A new adaptive median filtering technique for removal of impulse noise from images

Color impulse noise removal by modified alpha trimmed median mean filter for FVIN

Removal of fixed valued impulse noise by improved Trimmed Mean Median filter

High density impulse noise removal in RGB images using Lone Diagonal Sorting algorithm

High density impulse noise removal in color images using region of interest median controlled adaptive recursive weighted median filter.

Image noise removal with detail preservation for random valued impulse noise

An efficient algorithm for removal of impulse noise in color image through efficient modified decision based unsymmetric trimmed median filter

Image noise reduction by vector median filter

Adaptive Fuzzy Median Filter for Images Corrupted by Impulse Noise

Removal of high density impulse noise from color images using an adaptive fuzzy filter

Similar Documents

A new adaptive median filtering technique for removal of impulse noise from images

Color impulse noise removal by modified alpha trimmed median mean filter for FVIN

Removal of fixed valued impulse noise by improved Trimmed Mean Median filter

High density impulse noise removal in RGB images using Lone Diagonal Sorting algorithm

High density impulse noise removal in color images using region of interest median controlled adaptive recursive weighted median filter.

Image noise removal with detail preservation for random valued impulse noise

An efficient algorithm for removal of impulse noise in color image through efficient modified decision based unsymmetric trimmed median filter

Image noise reduction by vector median filter

Adaptive Fuzzy Median Filter for Images Corrupted by Impulse Noise

Removal of high density impulse noise from color images using an adaptive fuzzy filter