Efficient Strategies for Estimating the Spatial Coherence of Backscatter.

Published

Journal Article

The spatial coherence of ultrasound backscatter has been proposed to reduce clutter in medical imaging, to measure the anisotropy of the scattering source, and to improve the detection of blood flow. These techniques rely on correlation estimates that are obtained using computationally expensive strategies. In this paper, we assess the existing spatial coherence estimation methods and propose three computationally efficient modifications: a reduced kernel, a downsampled receive aperture, and the use of an ensemble correlation coefficient. The proposed methods are implemented in simulation and in vivo studies. Reducing the kernel to a single sample improved computational throughput and improved axial resolution. Downsampling the receive aperture was found to have negligible effect on estimator variance, and improved computational throughput by an order of magnitude for a downsample factor of 4. The ensemble correlation estimator demonstrated lower variance than the currently used average correlation. Combining the three methods, the throughput was improved 105-fold in simulation with a downsample factor of 4- and 20-fold in vivo with a downsample factor of 2.

Full Text

Duke Authors

Cited Authors

  • Hyun, D; Crowley, ALC; Dahl, JJ

Published Date

  • March 2017

Published In

Volume / Issue

  • 64 / 3

Start / End Page

  • 500 - 513

PubMed ID

  • 27913342

Pubmed Central ID

  • 27913342

Electronic International Standard Serial Number (EISSN)

  • 1525-8955

Digital Object Identifier (DOI)

  • 10.1109/TUFFC.2016.2634004

Language

  • eng

Conference Location

  • United States