波束形成前和波束形成后超声数据的有损压缩方案

Mohamed M. Mansour, Murtaza Ali
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引用次数: 7

摘要

我们提出了一种超声射频数据有损压缩的框架。该方案既可以部署在接收波束形成器之前,也可以部署在接收波束形成器之后。它在横向和轴向两个方向执行二维去相关。横向上的去相关使用类似Karhun-loeve的变换,例如DCT或Hadamard。轴向的去相关是使用定制的正交小波包来完成的,这些小波包针对特定的超声探头进行了优化。通过对一组模拟超声信号的性能评估,验证了该压缩算法对预波束形成和后波束形成压缩的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A lossy compression scheme for pre-beamformer and post-beamformer ultrasound data
We present a framework for lossy compression of ultrasound RF data. The proposed scheme can be deployed either before or after the receiver beamformer. It performs a two-dimensional decorrelation in both the lateral and axial directions. The decorrelation in the lateral direction is done using a Karhun-loeve like transform, e.g., DCT or Hadamard. The decorrelation in the axial direction is done using customized orthogonal wavelet packets that are optimized for a particular ultrasound probe. The effectiveness of the compression algorithm for both pre-beamformer and post-beamformer compression is established by evaluating the performance on a set of simulated ultrasound signals.
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