P. Chaturvedi et al., 2-D COMPANDING FOR NOISE-REDUCTION IN STRAIN IMAGING, IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 45(1), 1998, pp. 179-191
Companding is a signal preprocessing technique for improving the preci
sion of correlation-based time delay measurements. In strain imaging,
companding is applied to warp 2-D or 3-D ultrasonic echo fields to imp
rove coherence between data acquired before and after compression. It
minimizes decorrelation errors, which are the dominant source of strai
n image noise. The word refers to a spatially variable signal scaling
that compresses and expands waveforms acquired in an ultrasonic scan p
lane or volume. Temporal stretching by the applied strain is a single-
scale (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-diffe
rence (SAD) algorithm for blood velocity estimation. Several experimen
ts are presented that demonstrate improvements in target visibility fo
r strain imaging. The results show that, if tissue motion can be confi
ned to the scan plane of a linear array transducer, displacement varia
nce can be reduced two orders of magnitude using 2-D local companding
relative to temporal stretching.