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, Egypt, 27 - 30 December 2003, pp.940-943 identifier

  • Publication Type: Conference Paper / Full Text
  • City: Cairo
  • Country: Egypt
  • Page Numbers: pp.940-943
  • Erciyes University Affiliated: Yes

Abstract

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.