Decompression and speckle detection for ultrasound images using the homodyned K-distribution

  • Authors:
  • R. W. Prager;A. H. Gee;G. M. Treece;L. H. Berman

  • Affiliations:
  • Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK;Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK;Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK;Department of Radiology, University of Cambridge, Level 5, Box 219, Addenbrooke's Hospital Hills Road, Cambridge CB2 2QQ UK

  • Venue:
  • Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
  • Year:
  • 2003

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Abstract

The ultrasound envelope intensity distribution can be used for speckle detection and for measuring the distance between images by speckle decorrelation. However, this intensity signal is rarely available. Many researchers work with B-scan data which has been scan-converted and subject to nonlinear mappings to compress the dynamic range. This paper presents an approximate algorithm for recovering the intensity signal from B-scan data. It is then used as the basis of a speckle detector using the statistics of a homodyned k-distribution.