Parameter tuning of artificial bee colony algorithm for Gaussian noise elimination on digital images

KOÇKANAT S., KARABOĞA N.

2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013, Albena, Bulgaristan, 19 - 21 Haziran 2013 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/inista.2013.6577621
  • Basıldığı Şehir: Albena
  • Basıldığı Ülke: Bulgaristan
  • Anahtar Kelimeler: artificial bee colony algorithm, gaussian noise, noise elimination, two dimensional digital filter
  • Erciyes Üniversitesi Adresli: Evet

Özet

In this paper, the control parameters of the artificial bee colony algorithm were examined to determine for the best performance of the noise elimination problem on gray level digital images. In order to eliminate a noise, a two dimensional finite impulse response digital filter was designed and the artificial bee colony algorithm was used to adjust its coefficient matrix. For the best selected control parameters, the designed two dimensional finite impulse response digital filter was used to eliminate the Gaussian noise on the gray level digital images at different noise densities and the performance of the designed filter was compared in terms of the noise tolerance. © 2013 IEEE.