2-D companding for noise reduction in strain imaging

Pawan Chaturvedi, Michael F. Insana, Timothy J. Hall

Research output: Contribution to journalArticle

Abstract

Companding is a signal preprocessing technique for improving the precision of correlation-based time delay measurements. In strain imaging, companding is applied to warp 2-D or 3-D ultrasonic echo fields to improve coherence between data acquired before and after compression. It minimizes decorrelation errors, which are the dominant source of strain image noise. The word refers to a spatially variable signal scaling that compresses and expands waveforms acquired in an ultrasonic scan plane or volume. Temporal stretching by the applied strain is a singlescale (global), 1-D companding process that has been used successfully to reduce strain noise. This paper describes a two-scale (global and local), 2-D companding technique that is based on a sum-absolute-difference (SAD) algorithm for blood velocity estimation. Several experiments are presented that demonstrate improvements in target visibility for strain imaging. The results show that, if tissue motion can be confined to the scan plane of a linear array transducer, displacement variance can be reduced two orders of magnitude using 2-D local companding relative to temporal stretching.

Original languageEnglish (US)
Pages (from-to)179-191
Number of pages13
JournalIEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
Volume45
Issue number1
DOIs
StatePublished - Dec 1 1998
Externally publishedYes

Fingerprint

companding
Noise abatement
noise reduction
Imaging techniques
Stretching
ultrasonics
Ultrasonics
linear arrays
preprocessing
visibility
Visibility
blood
Transducers
Time delay
echoes
transducers
waveforms
Blood
time lag
Tissue

ASJC Scopus subject areas

  • Instrumentation
  • Acoustics and Ultrasonics
  • Electrical and Electronic Engineering

Cite this

2-D companding for noise reduction in strain imaging. / Chaturvedi, Pawan; Insana, Michael F.; Hall, Timothy J.

In: IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Vol. 45, No. 1, 01.12.1998, p. 179-191.

Research output: Contribution to journalArticle

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