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一种子矩阵空间相干性方法与符号相干因子相结合,用于相干平面波合成的最小方差波束形成。

A submatrix spatial coherence approach to minimum variance beamforming combined with sign coherence factor for coherent plane wave compounding.

机构信息

Department of Electronic Engineering, Fudan University, Shanghai, China.

Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai, Shanghai, China.

出版信息

Technol Health Care. 2022;30(S1):11-25. doi: 10.3233/THC-228002.

Abstract

BACKGROUND

The coherent plane wave compounding (CPWC) is a promising technique to enhance the imaging quality while maintaining the high frame rate in the plane wave ultrasound imaging. Recently, the spatial-coherence-based method has been specially designed to process echo matrix required by the minimum variance (MV) method.

OBJECTIVE

In this paper, a novel beamforming method that integrates the submatrix-spatial-coherence-based MV with the sign coherence factor (SCF) is proposed to further improve the imaging quality.

METHOD

The submatrix smoothing technique is modified to smooth and de-correlate signals of the receiving array dimension. Then, the SCF is used to modify the input vector of the beamformer, which can reduce side lobe noises with almost no increase in the amount of calculation. Simulation, phantom, in vivo, and sound velocity error experiments have been performed to verify the superiority of the proposed beamformer.

RESULTS

The imaging results show that the proposed approach performs better in the imaging resolution and contrast compared to the traditional CPWC method.

CONCLUSION

The robustness of the proposed method is enhanced, and the over-suppression phenomenon can be alleviated, which is a phenomenon that occurs in the original spatial-coherence and SCF methods.

摘要

背景

相干平面波复合(CPWC)是一种很有前途的技术,可在保持平面波超声成像中高帧率的同时提高成像质量。最近,基于空间相干性的方法专门用于处理最小方差(MV)方法所需的回波矩阵。

目的

本文提出了一种新的波束形成方法,将基于子矩阵空间相干性的 MV 与符号相干因子(SCF)相结合,以进一步提高成像质量。

方法

修改子矩阵平滑技术以平滑和去相关接收阵维的信号。然后,使用 SCF 来修改波束形成器的输入向量,这可以在几乎不增加计算量的情况下降低旁瓣噪声。进行了仿真、体模、体内和速度误差实验,以验证所提出的波束形成器的优越性。

结果

成像结果表明,与传统的 CPWC 方法相比,所提出的方法在成像分辨率和对比度方面表现更好。

结论

增强了所提出方法的稳健性,并减轻了原始空间相干性和 SCF 方法中存在的过抑制现象。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/967d/9028673/0fe5a667af4a/thc-30-thc228002-g001.jpg

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