NDLI: Fuzzy Random Impulse Noise Removal From Color Image Sequences

Content Provider	IEEE Xplore Digital Library
Author	Mélange, T. Nachtegael, M. Kerre, E.E.
Copyright Year	1992
Abstract	In this paper, a new fuzzy filter for the removal of random impulse noise in color video is presented. By working with different successive filtering steps, a very good tradeoff between detail preservation and noise removal is obtained. One strong filtering step that should remove all noise at once would inevitably also remove a considerable amount of detail. Therefore, the noise is filtered step by step. In each step, noisy pixels are detected by the help of fuzzy rules, which are very useful for the processing of human knowledge where linguistic variables are used. Pixels that are detected as noisy are filtered, the others remain unchanged. Filtering of detected pixels is done by blockmatching based on a noise adaptive mean absolute difference. The experiments show that the proposed method outperforms other state-of-the-art filters both visually and in terms of objective quality measures such as the mean absolute error (MAE), the peak-signal-to-noise ratio (PSNR) and the normalized color difference (NCD).
Sponsorship	IEEE Signal Processing Society
Page Count	12
File Size	1183589
Starting Page	959
Ending Page	970
File Format	PDF
ISSN	10577149
Volume Number	20
Issue Number	4
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-04-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Pixel Image color analysis Noise measurement Colored noise Color Correlation nonlinear filters Circuits and systems computers and information processing computational and artificial intelligence filtering filters fuzzy logic image denoising logic
Content Type	Text
Resource Type	Article
Subject	Computer Graphics and Computer-Aided Design Software

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

Fuzzy Peer Groups for Reducing Mixed Gaussian-Impulse Noise From Color Images

Geometric Features-Based Filtering for Suppression of Impulse Noise in Color Images

A New Fuzzy Color Correlated Impulse Noise Reduction Method

Fuzzy Two-Step Filter for Impulse Noise Reduction From Color Images

A switching median filter with boundary discriminative noise detection for extremely corrupted images

Quaternion-Based Impulse Noise Removal From Color Video Sequences

A Fuzzy Noise Reduction Method for Color Images

A universal noise removal algorithm with an impulse detector

Color image processing using adaptive multichannel filters

Fuzzy Random Impulse Noise Removal From Color Image Sequences

Similar Documents

Fuzzy Peer Groups for Reducing Mixed Gaussian-Impulse Noise From Color Images

Geometric Features-Based Filtering for Suppression of Impulse Noise in Color Images

A New Fuzzy Color Correlated Impulse Noise Reduction Method

Fuzzy Two-Step Filter for Impulse Noise Reduction From Color Images

A switching median filter with boundary discriminative noise detection for extremely corrupted images

Quaternion-Based Impulse Noise Removal From Color Video Sequences

A Fuzzy Noise Reduction Method for Color Images

A universal noise removal algorithm with an impulse detector

Color image processing using adaptive multichannel filters

Fuzzy Random Impulse Noise Removal From Color Image Sequences