Image restoration using cellular neural network


Celebi M., Guzelis C.

ELECTRONICS LETTERS, cilt.33, ss.43-45, 1997 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 33 Konu: 1
  • Basım Tarihi: 1997
  • Doi Numarası: 10.1049/el:19970074
  • Dergi Adı: ELECTRONICS LETTERS
  • Sayfa Sayıları: ss.43-45

Özet

A 3D cellular neural network is applied to the restoration of noisy and blurry images. Contrary to similar solutions offered using a discrete-time Hopfield network, only eight cells are used for each pixel diminishing the network size. Moreover, the presented image restoration scheme does not have a convergence problem which is inherent in discrete-time Hopfield network solutions.