Using fast backpropagation algorithms for impulsive noise reduction from highly distorted images

Besdok E., ALCI M., CIVICIOGLU P.

46th IEEE International Midwest Symposium on Circuits and Systems, Cairo, Mısır, 27 - 30 Aralık 2003, ss.940-943, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Cairo
  • Basıldığı Ülke: Mısır
  • Sayfa Sayıları: ss.940-943
  • Erciyes Üniversitesi Adresli: Evet

Özet

A new Impulsive Noise elimination filter, which is based on fast backpropagation algorithms, is proposed in this paper. The simulation results show that the proposed filter achieves a superior performance over the other filters mentioned in this paper in the cases of being effective in noise suppression and detail preservation, especially when the noise density is high.