New method for fast detection and removal of impulsive noise using fuzzy metrics

Authors:
Joan-Gerard Camarena;Valentín Gregori;Samuel Morillas;Guillermo Peris-Fajarnés
Affiliations:
E.P.S. de Gandia, Departamento de Matemática Aplicada, Universidad Politécnica de Valencia, Grao de Gandia (Valencia), Spain;E.P.S. de Gandia, Departamento de Matemática Aplicada, Universidad Politécnica de Valencia, Grao de Gandia (Valencia), Spain;E.P.S. de Gandia, Departamento de Expresión Gráfica en la Ingeniería, Universidad Politécnica de Valencia, Grao de Gandia (Valencia), Spain;E.P.S. de Gandia, Departamento de Expresión Gráfica en la Ingeniería, Universidad Politécnica de Valencia, Grao de Gandia (Valencia), Spain
Venue:
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Year:
2006

Citing 15
Cited 1

On some results in fuzzy metric spaces

Fuzzy Sets and Systems
Color image processing and applications

Color image processing and applications
Some properites of fuzzy metric spaces

Fuzzy Sets and Systems
Adaptive vector median filtering

Pattern Recognition Letters
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
A non-parametric filter for digital image restoration, using cluster analysis

Pattern Recognition Letters
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
A new vector median filter based on fuzzy metrics

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Ultrafast technique of impulsive noise removal with application to microarray image denoising

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Directional processing of color images: theory and experimental results

IEEE Transactions on Image Processing
Generalized multichannel image-filtering structures

IEEE Transactions on Image Processing
Peer group image enhancement

IEEE Transactions on Image Processing

Fuzzy Directional-Distance Vector Filter

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

Quantified Score

Hi-index	0.00

Visualization

Abstract

A novel approach to impulsive noise detection in color images is introduced. The neighborhood of a central pixel using a fuzzy metric is considered for the fast detection of noisy pixels using a peer group concept. Then, a filter based on a switching scheme between the Arithmetic Mean Filter (AMF) and the identity operation is proposed. The proposed filter reaches a very good balance between noise suppression and detail-preserving outperforming significantly the classical vector filters. The presented approach is faster than recently introduced switching filters based on similar concepts showing a competitive performance.