NDLI: Design and Analysis of Neuro Fuzzy Color Image Restoration

Content Provider	IEEE Xplore Digital Library
Author	Seenivasagam, V. Ramar, K. Banupriya, P.G.
Copyright Year	2007
Description	Author affiliation: Nat. Eng. Coll., Kovilpatti (Seenivasagam, V.)
Abstract	Color image is degraded by a blur function and corrupted by random noise. It is necessary to find the best approximation of original image so that the corrupted image may be used for future use .The problem is to accurately remove the noise degradation and blurring without damaging the intelligence. New method based on neuro fuzzy techniques has been proposed in this paper, to address the filtering of Gaussian and random valued impulse noise. Here color images are classified into RGB subspace. Then each subspace can be regarded as a gray image space and the fuzzy techniques can be applied to all the subspace. The system can be robust by introducing neuro fuzzy techniques. The emphasis of technique is on the preservation of total visual quality of the image and simultaneously taking into account on computational overhead, improved performance in terms of signal to noise ratio with less number of neurons.
Starting Page	522
Ending Page	525
File Size	456030
Page Count	4
File Format	PDF
ISBN	0769530508
DOI	10.1109/ICCIMA.2007.160
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-12-13
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image analysis Image color analysis Image restoration Degradation Colored noise Filtering Gaussian noise Noise robustness Fuzzy systems Signal to noise ratio
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

Probabilistic criterion of assessment accuracy color transmission in high definition television system

FFF: Fast fuzzy filtering in image restoration

Iterated Sor Filter Restoration of Colour Images

Statistical Analysis of Impulse Noise Model for Color Image Restoration

Fuzzy Enhancement for Color Image Processing

A window adaptive hybrid vector filter for color image restoration

Classification based adaptive vector filter for color image restoration

A robust structure-adaptive hybrid vector filter for color image restoration

Adaptive restoration of color images

Design and Analysis of Neuro Fuzzy Color Image Restoration

Similar Documents

Probabilistic criterion of assessment accuracy color transmission in high definition television system

FFF: Fast fuzzy filtering in image restoration

Iterated Sor Filter Restoration of Colour Images

Statistical Analysis of Impulse Noise Model for Color Image Restoration

Fuzzy Enhancement for Color Image Processing

A window adaptive hybrid vector filter for color image restoration

Classification based adaptive vector filter for color image restoration

A robust structure-adaptive hybrid vector filter for color image restoration

Adaptive restoration of color images

Design and Analysis of Neuro Fuzzy Color Image Restoration