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

fYear

2012

fDate

2-4 July 2012

Firstpage

1

Lastpage

4

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on

Conference_Location

Trabzon

Print_ISBN

978-1-4673-1446-6

Type

conf

DOI

10.1109/INISTA.2012.6247041

Filename

6247041