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Photoacoustic Imaging Using Combination of Eigenspace-Based Minimum Variance and Delay-Multiply-and-Sum Beamformers: Simulation Study

机译:使用基于EIGenspace的最小方差和延迟乘法和总和波束形成器的光声成像:仿真研究

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Delay and Sum (DAS) is the most prevalent beamformer in Photoacoustic Imaging (PAI), having a simple implementation, while it leads to a low-quality image. Delay-Multiply-and-Sum (DMAS) was proposed to improve, compared to DAS, the quality of the reconstructed images. However, the resolution improvement is not well enough compared to the high resolution adaptive reconstruction methods such as Eigenspace-Based Minimum Variance (EIBMV). We proposed to integrate the EIBMV inside the DMAS formula by replacing the existing DAS algebra inside the expansion of DMAS, called EIBMV-DMAS. It has been shown that EIBMV-DMAS significantly outperforms DMAS in the terms of level of sidelobes and width of mainlobe. For example, at the depth of 35 mm, EIBMV-DMAS outperforms DMAS and EIBMV in the term of sidelobes of about 108 dB, 98 dB and 44 dB compared to DAS, DMAS, and EIBMV, respectively. The quantitative comparison has been conducted using full-width-half-maximum (FWHM) and signal-to-noise ratio (SNR). It was demonstrated that EIBMV-DMAS reduces the FWHM about 1.65 mm and improves the SNR about 15 dB, compared to DMAS.
机译:延迟和总和(DAS)是光声成像(PAI)中最普遍的波束形成器,具有简单的实现,而它导致低质量的图像。建议延迟乘法和总和(DMA)与DAS相比,改进重建图像的质量。然而,与基于EIGenspace的最小方差(EIBMV)等高分辨率自适应重建方法相比,分辨率改进不足。我们建议通过将现有的DAS代数替换为DMA的扩展内容,称为EIBMV-DMA,将EIBMV集成在DMA公式内。已经表明,EIBMV-DMA在侧链和MainLobe的宽度范围内显着优于DMA。例如,在35mm的深度,Eibmv-DMAS分别与DAS,DMA和EIBMV相比,EIBMV-DMA在约108dB,98dB和44 dB的术语中优于DMA和EIBMV。已经使用全宽半最大(FWHM)和信噪比(SNR)进行了定量比较。结果证明,与DMA相比,Eibmv-DMA减少了约1.65mm的FWHM约为1.65mm,并改善了约15dB的SNR。

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