Title :
Image denoising with 2-D FIR filter by using artificial bee colony algorithm
Author :
Kockanat, Serdar ; Karaboga, Nurhan ; Koza, Turker
Author_Institution :
Sivas Vocational Sch., Electron. Commun. Technol., Cumhuriyet Univ., Sivas, Turkey
Abstract :
In this paper, a new design approach that has employed the artificial bee colony algorithm for image denoising using two dimensional finite impulse response digital filter, is discussed. Four different images have been used for testing. The white Gaussian noise has been added to each of the images and the two dimensional finite impulse response digital filter removes the noise from the noisy images. The original images have been compared with the restored images.
Keywords :
FIR filters; Gaussian noise; ant colony optimisation; image denoising; image restoration; 2D FIR filter; Gaussian noise; artificial bee colony algorithm; design approach; image denoising; image restoration; two dimensional finite impulse response digital filter; Algorithm design and analysis; Educational institutions; Finite impulse response filter; Image denoising; Magnetic resonance imaging; Noise; 2D digital filter; artificial bee colony algorithm; image denoising; noise elimination;
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Conference_Location :
Trabzon
Print_ISBN :
978-1-4673-1446-6
DOI :
10.1109/INISTA.2012.6247041
