DocumentCode
1936950
Title
Image noise reduction by vector median filter
Author
Novoselac, Vedran ; Zovko-Cihlar, Branka
Author_Institution
Mech. Eng. Fac. in Slavonski Brod, Univ. of Osijek, Slavonski Brod, Croatia
fYear
2012
fDate
12-14 Sept. 2012
Firstpage
57
Lastpage
62
Abstract
In this paper, a widely used so-called impulse noise model, which has short duration and high energy, is presented. This type of noise occurs mostly in the over-the-air transmission, such as in standard broadcasting and satellite transmission. The common sources of impulse noise include lightening, industrial machines, faulty or dusty insulation of high-voltage power lines and various unprotected electric switches. Therefore, high impulse noise removal vector median filter for colour images is presented. Experiments and comparisons with other state of the art filters show that the presented filters have good quality.
Keywords
image colour analysis; image denoising; impulse noise; median filters; colour images; dusty insulation; high impulse noise removal vector median filter; high-voltage power lines; image noise reduction; impulse noise model; industrial machines; lightening; over-the-air transmission; satellite transmission; unprotected electric switches; Filtering; Image color analysis; Noise reduction; PSNR; Smoothing methods; Vectors; Colour image processing; Impulse noise removal; Mean absolute error (MAE); Mean square error (MSE); Peak signal to noise ratio (PSNR); Vector median filter;
fLanguage
English
Publisher
ieee
Conference_Titel
ELMAR, 2012 Proceedings
Conference_Location
Zadar
ISSN
1334-2630
Print_ISBN
978-1-4673-1243-1
Type
conf
Filename
6338471
Link To Document