NDLI: Adaptive Color Image Filtering Based on Center-Weighted Vector Directional Filters

Content Provider	Springer Nature Link
Author	Lukac, Rastislav
Copyright Year	2004
Abstract	This paper presents a new filtering approach for impulsive noise removal in color images. Incorporating the nonnegative integer weight corresponding to the central sample into the structure of the basic vector directional filter (BVDF), the proposed framework constitutes a class of center-weighted vector directional filters (CWVDF). It can be easily observed that the CWVDF filters are computationally efficient and extend design flexibility of the standard BVDF scheme. By varying the center weight, the proposed CWVDF framework can provide the smoothing characteristics ranging from an identity operation to that of the BVDF. Therefore, design characteristics relate to the CWVDF, which removes impulses and outliers from the image while simultaneously preserving the structural information. To adaptively determine the optimal value of the center weight, two adaptive approaches based on the angular thresholds are provided. Both techniques achieve excellent results in terms of the commonly used objective image quality criteria and significantly outperform standard multichannel filtering algorithms.
Starting Page	169
Ending Page	196
Page Count	28
File Format	PDF
ISSN	09236082
Journal	Multidimensional Systems and Signal Processing
Volume Number	15
Issue Number	2
e-ISSN	15730824
Language	English
Publisher	Kluwer Academic Publishers
Publisher Date	2004-01-01
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Artificial Intelligence (incl. Robotics) Electronic and Computer Engineering Signal, Image and Speech Processing Circuits and Systems
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Artificial Intelligence Signal Processing Information Systems Computer Science Applications Software Hardware and Architecture

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

Multidimensional Fuzzy Filtering using Statistical Parameters

Multiresolution Vector Quantization for Video Coding

Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters

Adaptive Fuzzy Morphological Filtering of Impulse Noise in Images

Modeling non-Gaussian time-varying vector autoregressive processes by particle filtering

Design of Two-Dimensional Adaptive Digital Notch Filters

Corresponding Authors

Multidimensional systems and signal processing editorial

Image fusion based on complex-shearlet domain with guided filtering

Adaptive Color Image Filtering Based on Center-Weighted Vector Directional Filters

Similar Documents

Multidimensional Fuzzy Filtering using Statistical Parameters

Multiresolution Vector Quantization for Video Coding

Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters

Adaptive Fuzzy Morphological Filtering of Impulse Noise in Images

Modeling non-Gaussian time-varying vector autoregressive processes by particle filtering

Design of Two-Dimensional Adaptive Digital Notch Filters

Corresponding Authors

Multidimensional systems and signal processing editorial

Image fusion based on complex-shearlet domain with guided filtering

Adaptive Color Image Filtering Based on Center-Weighted Vector Directional Filters