Image interpolation using neural networks

  • Authors:
  • N. Plaziac

  • Affiliations:
  • Ericsson Messaging Syst., Woodbury, NY

  • Venue:
  • IEEE Transactions on Image Processing
  • Year:
  • 1999

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Abstract

This work presents an image interpolation method based on a multilayer perceptron. The method is tested in noise-free as well as noisy line doubling and image expansion problems. Two adaptive algorithms are compared. Results show that the proposed method improves image interpolation