Color image processing and applications
Color image processing and applications
Efficient Modification of the Central Weighted Vector Median Filter
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Adaptive modification of the vector median filter
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
Adaptive vector median filtering
Pattern Recognition Letters
MWSCAS '98 Proceedings of the 1998 Midwest Symposium on Systems and Circuits
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
Selection weighted vector directional filters
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Generalized adaptive vector sigma filters
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Generalized selection weighted vector filters
EURASIP Journal on Applied Signal Processing
cDNA microarray image processing using fuzzy vector filtering framework
Fuzzy Sets and Systems
Image enhancement using the modified ICM method
IEEE Transactions on Image Processing
Directional processing of color images: theory and experimental results
IEEE Transactions on Image Processing
A noise-filtering method using a local information measure
IEEE Transactions on Image Processing
Generalized multichannel image-filtering structures
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Nonlinear multivariate image filtering techniques
IEEE Transactions on Image Processing
Three-dimensional median-related filters for color image sequence filtering
IEEE Transactions on Circuits and Systems for Video Technology
A new adaptive center weighted median filter for suppressing impulsive noise in images
Information Sciences: an International Journal
Impulse noise removal utilizing second-order difference analysis
Signal Processing
Graph regularization for color image processing
Computer Vision and Image Understanding
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
An impulsive noise color image filter using learning-based color morphological operations
Digital Signal Processing
Peer Group Filter for Impulsive Noise Removal in Color Images
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Fuzzy peer groups for reducing mixed Gaussian-impulse noise from color images
IEEE Transactions on Image Processing
Geometric features-based filtering for suppression of impulse noise in color images
IEEE Transactions on Image Processing
Some improvements for image filtering using peer group techniques
Image and Vision Computing
Peer group switching filter for impulse noise reduction incolor images
Pattern Recognition Letters
A new fuzzy impulse noise detection method for colour images
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Peer group vector median filter
Proceedings of the 29th DAGM conference on Pattern recognition
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Multi-layer filtering approach for map images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Two-step fuzzy logic-based method for impulse noise detection in colour images
Pattern Recognition Letters
Switching-based filter based on Dempster's combination rule for image processing
Information Sciences: an International Journal
Application of SVM-based filter using LMS learning algorithm for image denoising
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Decision-based fuzzy image restoration for noise reduction based on evidence theory
Expert Systems with Applications: An International Journal
Adaptive technique of impulsive noise removal in color images
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume II
Adaptive edge enhancing technique of impulsive noise removal in color digital images
CCIW'11 Proceedings of the Third international conference on Computational color imaging
Quaternion switching filter for impulse noise reduction in color image
Signal Processing
Rank-Ordered differences statistic based switching vector filter
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
On the adaptive impulsive noise attenuation in color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
New method for fast detection and removal of impulsive noise using fuzzy metrics
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
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
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
Partition-based fuzzy median filter based on adaptive resonance theory
Computer Standards & Interfaces
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In this paper, a novel approach to the impulsive noise removal in color images is presented. The proposed technique employs the switching scheme based on the impulse detection mechanism using the so-called peer group concept. Compared to the vector median filter and other commonly used multichannel filters, the proposed technique consistently yields very good results in suppressing both the random and fixed-valued impulsive noise. The main advantage of the proposed noise detection framework is its enormous computational speed, which enables efficient filtering of color images in real-time applications.