A simple neuro-fuzzy edge detector for digital images corrupted by impulse noise


Yuksel M. E. , Yildirim M. T.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, cilt.58, ss.72-75, 2004 (SCI İndekslerine Giren Dergi) identifier

  • Cilt numarası: 58 Konu: 1
  • Basım Tarihi: 2004
  • Doi Numarası: 10.1078/1434-8411-54100209
  • Dergi Adı: AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
  • Sayfa Sayısı: ss.72-75

Özet

A new neuro-fuzzy edge detector for digital images corrupted by impulse noise is presented. The structure of the detector is very simple and comprises four identical neuro-fuzzy subdetectors and a postprocessor. The internal parameters of the detector are determined by training. The detector efficiently extracts edges in digital images corrupted by impulse noise without requiring the filtering of the noise.