Medical and Biological Engineering and Computing

, Volume 33, Issue 5, pp 695–698

High-quality compression of echographic images by neural networks and vector quantisation

  • S. Conforto
  • T. D’Alessio
  • E. Zanette
  • G. Mancini
Medical Physics and Imaging

Abstract

A compression method is presented for medical images based on neural networks and vector quantisation (VQ). The neural net is a perceptron and it is followed by some expressly designed VQ algorithms. The method devotes special attention to the quality of the reconstructed images and to the reduction of artefacts. The compression ratio obtained in the long run with echographic images is greater than 50∶1 with good quality.

Keywords

Ecography Image compression Image quality Neural nets Vector quantisation 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© IFMBE 1995

Authors and Affiliations

  • S. Conforto
    • 1
  • T. D’Alessio
    • 2
  • E. Zanette
    • 3
  • G. Mancini
    • 3
  1. 1.Dip. INFOCOMUniversità di Roma La SapienzaRomeItaly
  2. 2.Dip. Meccanica ed AutomaticaTerza Università di RomaRomeItaly
  3. 3.Dip. Sc. NeurologicheUniversità di Roma La SapienzaRomeItaly

Personalised recommendations