An implementation of tunable fuzzy filters for mixed noise reduction

Authors
Muneyasu, M Asou, K Wada, Y Taguchi, A Hinamoto, T
Citation
M. Muneyasu et al., An implementation of tunable fuzzy filters for mixed noise reduction, IEICE T FUN, E84A(2), 2001, pp. 482-484
Citations number
5
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
ISSN journal
09168508 → ACNP
Volume
E84A
Issue
2
Year of publication
2001
Pages
482 - 484
Database
ISI
SICI code
0916-8508(200102)E84A:2<482:AIOTFF>2.0.ZU;2-2
Abstract
This paper presents a new implementation of fuzzy filters for edge-preservi ng smoothing of an image corrupted by impulsive and white Gaussian noise. T his filter structure is expressed as an adaptive weighted mean filter that uses fuzzy control. The parameters of this filter can be adjusted by learni ng. Finally, simulation results demonstrate the effectiveness of the propos ed technique.