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A hybrid displacement estimation method for ultrasonic elasticity imaging

机译:超声弹性成像的混合位移估计方法

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摘要

Axial displacement estimation is fundamental to many freehand quasistatic ultrasonic strain imaging systems. In this paper, we present a novel estimation method that combines the strengths of quality-guided tracking, multi-level correlation, and phase-zero search to achieve high levels of accuracy and robustness. The paper includes a full description of the hybrid method, in vivo examples to illustrate the method¿s clinical relevance, and finite element simulations to assess its accuracy. Quantitative and qualitative comparisons are made with leading single- and multi-level alternatives. In the in vivo examples, the hybrid method produces fewer obvious peakhopping errors, and in simulation, the hybrid method is found to reduce displacement estimation errors by 5 to 50%. With typical clinical data, the hybrid method can generate more than 25 strain images per second on commercial hardware; this is comparable with the alternative approaches considered in this paper.
机译:轴向位移估计对于许多徒手准静态超声应变成像系统而言至关重要。在本文中,我们提出了一种新颖的估算方法,该方法结合了质量指导跟踪,多级相关和零相搜索的优势,以实现高水平的准确性和鲁棒性。本文包括混合方法的完整说明,体内的例子,以说明该方法的临床意义,以及评估其准确性的有限元模拟。使用领先的单级和多级替代方案进行定量和定性比较。在体内示例中,混合方法产生的明显峰值跳跃误差较小,在仿真中,发现混合方法可将位移估计误差减少5%至50%。根据典型的临床数据,混合方法每秒可在商用硬件上生成25张以上的应变图像;这与本文考虑的替代方法相当。

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