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Image amplitude estimation with the minimum variance beamformer

机译:最小方差波束形成器的图像幅度估计

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We have applied the minimum variance (MV) and Delay-and-sum (DAS) beamformers (BF) to Field II simulated ultrasound data. A 2.5 MHz 64-element linear array transducer is used. For the MV beamformer, subarray length of L = 28, temporal averaging over four wavelengths and a diagonal loading factor corresponding to 10% of the signal energy have been used. The chosen temporal averaging gives MV images with speckle statistics comparable to DAS images. Speckle images containing areas with 9 different intensities with a relative intensity difference ranging from -24 dB to +24 dB were simulated. The images also included bright point targets on speckle background. All images were normalized to have the same speckle intensity in the background. The MV beamformer gives point responses with the same amplitude level, but approximately 34% of the -3 dB beamwidth compared to the DAS beamformer. The edges between the different intensity areas and the shape of the areas were also more well defined in the MV case. None of the beamformers estimate amplitudes in speckle areas correctly, but the DAS beamformer is closer to the true value than the MV beamformer by 0.2-0.8 dB.
机译:我们已将最小方差(MV)和延迟与总和(DAS)波束形成器(BF)应用于Field II模拟超声数据。使用2.5 MHz 64元素线性阵列换能器。对于MV波束形成器,已使用L = 28的子阵列长度,四个波长的时间平均和对应于10%信号能量的对角线加载因子。所选的时间平均为MV图像提供了与DAS图像相当的斑点统计。模拟包含9种不同强度区域的散斑图像,相对强度差范围为-24 dB至+24 dB。这些图像还包括斑点背景上的亮点目标。将所有图像标准化为在背景中具有相同的斑点强度。 MV波束形成器给出的点响应具有相同的幅度水平,但与DAS波束形成器相比,约为-3 dB波束宽度的34%。在MV情况下,不同强度区域之间的边缘和区域形状也得到了更好的定义。没有一个波束形成器可以正确估计散斑区域中的幅度,但是DAS波束形成器比MV波束形成器更接近真实值0.2-0.8 dB。

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