Fundamentals of digital image processing
Fundamentals of digital image processing
Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Nonlinear fuzzy operators for image processing
Proceedings of of the IEEE winter workshop on Nonlinear digital signal processing
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
Median filter based on fuzzy rules and its application to image restoration
Fuzzy Sets and Systems - Special issue on fuzzy signal processing
Fuzzy prediction and filtering in impulsive noise
Fuzzy Sets and Systems - Special issue on fuzzy signal processing
Fuzzy Reasoning in Information, Decision, and Control Systems
Fuzzy Reasoning in Information, Decision, and Control Systems
Computer and Robot Vision
Directional processing of color images: theory and experimental results
IEEE Transactions on Image Processing
A robust approach to image enhancement based on fuzzy logic
IEEE Transactions on Image Processing
Generalized multichannel image-filtering structures
IEEE Transactions on Image Processing
Fuzzy scalar and vector median filters based on fuzzy distances
IEEE Transactions on Image Processing
Adaptive Color Image Filtering Based on Center-Weighted Vector Directional Filters
Multidimensional Systems and Signal 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
Fuzzy vector partition filtering technique for color image restoration
Computer Vision and Image Understanding
Generalized selection weighted vector filters
EURASIP Journal on Applied Signal Processing
Fast detection and removal of impulsive noise using peer groups and fuzzy metrics
Journal of Visual Communication and Image Representation
An impulsive noise color image filter using learning-based color morphological operations
Digital Signal Processing
Geometric features-based filtering for suppression of impulse noise in color images
IEEE Transactions on Image Processing
cDNA microarray image processing using fuzzy vector filtering framework
Fuzzy Sets and Systems
A new vector median filter based on fuzzy metrics
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
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In this paper, multichannel image processing using an adaptive approach is studied. The proposed approach is simpler and more appropriate than the traditional approaches that have been addressed by means of groupwise vector ordering information. These adaptive techniques are formed by a two-layer filter based on rational functions using fuzzy transformations of either the Euclidean or angular distances among the different vectors to adapt to local data in the color image. The output is the result of a vector rational operation taking into account three fuzzy sub-function outputs. Extensive simulation results illustrate that the new adaptive fuzzy filters are computationally attractive and achieve noise attenuation, chromaticity retention, and edges and details preservation.