Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
On some results in fuzzy metric spaces
Fuzzy Sets and Systems
Median filter based on fuzzy rules and its application to image restoration
Fuzzy Sets and Systems - Special issue on fuzzy signal processing
Color image processing and applications
Color image processing and applications
A new vector median filter for colour image processing
Pattern Recognition Letters
Robust De-noising by Kernel PCA
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Adaptive vector median filtering
Pattern Recognition Letters
Applied Partial Differential Variational Techniques
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Adaptive Color Image Filtering Based on Center-Weighted Vector Directional Filters
Multidimensional Systems and Signal Processing
Fast adaptive similarity based impulsive noise reduction filter
Real-Time Imaging - Special issue on spectral imaging
Fuzzy Vector Median-Based Surface Smoothing
IEEE Transactions on Visualization and Computer Graphics
Selection weighted vector directional filters
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
A non-parametric filter for digital image restoration, using cluster analysis
Pattern Recognition Letters
Vector-Valued Image Regularization with PDEs: A Common Framework for Different Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast detection and impulsive noise removal in color images
Real-Time Imaging - Special issue on multi-dimensional image processing
A neighborhood evaluated adaptive vector filter for suppression of impulse noise in color images
Real-Time Imaging - Special issue on multi-dimensional image processing
A fast impulsive noise color image filter using fuzzy metrics
Real-Time Imaging - Special issue on multi-dimensional image processing
Impulse noise removal by a global-local noise detector and adaptive median filter
Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Fuzzy random impulse noise reduction method
Fuzzy Sets and Systems
Fuzzy vector partition filtering technique for color image restoration
Computer Vision and Image Understanding
Graph regularization for color image processing
Computer Vision and Image Understanding
Histogram-based fuzzy colour filter for image restoration
Image and Vision Computing
Generalized selection weighted vector filters
EURASIP Journal on Applied Signal Processing
On modeling interchannel dependency for color image denoising: Articles
International Journal of Imaging Systems and Technology - Special Issue on Applied Color Image Processing
Fast detection and removal of impulsive noise using peer groups and fuzzy metrics
Journal of Visual Communication and Image Representation
Isolating impulsive noise pixels in color images by peer group techniques
Computer Vision and Image Understanding
KPCA denoising and the pre-image problem revisited
Digital Signal Processing
cDNA microarray image processing using fuzzy vector filtering framework
Fuzzy Sets and Systems
A soft-switching approach to improve visual quality of colour image smoothing filters
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Fuzzy bilateral filtering for color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
A new fuzzy-based wavelet shrinkage image denoising technique
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Automatic denoising of 2d color face images using recursive PCA reconstruction
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
IEEE Transactions on Signal Processing
Fast adaptive optimization of weighted vector median filters
IEEE Transactions on Signal Processing
Polynomial weighted median filtering
IEEE Transactions on Signal Processing
Noise reduction by fuzzy image filtering
IEEE Transactions on Fuzzy Systems
Directional processing of color images: theory and experimental results
IEEE Transactions on Image Processing
A new efficient approach for the removal of impulse noise from highly corrupted images
IEEE Transactions on Image Processing
Generalized multichannel image-filtering structures
IEEE Transactions on Image Processing
Color TV: total variation methods for restoration of vector-valued images
IEEE Transactions on Image Processing
Noise adaptive soft-switching median filter
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
On the origin of the bilateral filter and ways to improve it
IEEE Transactions on Image Processing
Wavelet thresholding of multivalued images
IEEE Transactions on Image Processing
A new class of chromatic filters for color image processing. theory and applications
IEEE Transactions on Image Processing
Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization
IEEE Transactions on Image Processing
A universal noise removal algorithm with an impulse detector
IEEE Transactions on Image Processing
A robust structure-adaptive hybrid vector filter for color image restoration
IEEE Transactions on Image Processing
Feature-based wavelet shrinkage algorithm for image denoising
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
The fuzzy transformation and its applications in image processing
IEEE Transactions on Image Processing
A hybrid neuro-fuzzy filter for edge preserving restoration of images corrupted by impulse noise
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Partition-based vector filtering technique for suppression of noise in digital color images
IEEE Transactions on Image Processing
Fuzzy Two-Step Filter for Impulse Noise Reduction From Color Images
IEEE Transactions on Image Processing
Using Uncorrupted Neighborhoods of the Pixels for Impulsive Noise Suppression With ANFIS
IEEE Transactions on Image Processing
A Fuzzy Noise Reduction Method for Color Images
IEEE Transactions on Image Processing
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
IEEE Transactions on Image Processing
A New Fuzzy Color Correlated Impulse Noise Reduction Method
IEEE Transactions on Image Processing
Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing
IEEE Transactions on Image Processing
Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal
IEEE Transactions on Image Processing
Nonlinear Regularized Reaction-Diffusion Filters for Denoising of Images With Textures
IEEE Transactions on Image Processing
Two-step fuzzy logic-based method for impulse noise detection in colour images
Pattern Recognition Letters
A new image mixed noise removal algorithm based on measuring of medium truth scale
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Quaternion switching filter for impulse noise reduction in color image
Signal Processing
Peer group and fuzzy metric to remove noise in images using heterogeneous computing
Euro-Par'11 Proceedings of the 2011 international conference on Parallel Processing
Generating fuzzy edge images from gradient magnitudes
Computer Vision and Image Understanding
Some questions in fuzzy metric spaces
Fuzzy Sets and Systems
Modified bilateral filter for the restoration of noisy color images
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Reduced ordering technique of impulsive noise removal in color images
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Fuzzy quasi-metrics for the Sorgenfrey line
Fuzzy Sets and Systems
Hi-index | 0.02 |
The peer group of an image pixel is a pixel similarity-based concept which has been successfully used to devise image denoising methods. However, since it is difficult to define the pixel similarity in a crisp way, we propose to represent this similarity in fuzzy terms. In this paper, we introduce the fuzzy peer group concept, which extends the peer group concept in the fuzzy setting. A fuzzy peer group will be defined as a fuzzy set that takes a peer group as support set and where the membership degree of each peer group member will be given by its fuzzy similarity with respect to the pixel under processing. The fuzzy peer group of each image pixel will be determined by means of a novel fuzzy logic-based procedure. We use the fuzzy peer group concept to design a two-step color image filter cascading a fuzzy rule-based switching impulse noise filter by a fuzzy average filtering over the fuzzy peer group. Both steps use the same fuzzy peer group, which leads to computational savings. The proposed filter is able to efficiently suppress both Gaussian noise and impulse noise, as well as mixed Gaussian-impulse noise. Experimental results are provided to show that the proposed filter achieves a promising performance.