On the Use of the Geometric Median in Delay-and-Sum Ultrasonic Array Imaging

被引:3
作者
Budyn, Nicolas [1 ]
机构
[1] Univ Bristol, Dept Mech Engn, Bristol BS8 1TR, Avon, England
基金
英国工程与自然科学研究理事会;
关键词
Acoustics; Imaging; Receivers; Inspection; Interference; Probes; Probabilistic logic; Array signal processing; phased arrays; ultrasonic imaging; MONTE-CARLO;
D O I
10.1109/TUFFC.2020.2993328
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Delay-and-sum algorithms are imaging techniques in nondestructive testing, which form images by summing backpropagated signals. Under this approach, a small number of high-intensity signals, such as those from boundary reflections, may create artifacts that degrade the image and hinder defect detection. This article introduces a probabilistic model of the summation, which explains the origin of this effect and proposes to replace the summation in the imaging algorithm by the more statistically robust geometric median. As demonstrated on an experimental inspection using multiview total focusing method and plane wave imaging, this novel technique effectively suppresses some artifacts, at the expense of an increase in the structural noise amplitude and additional diffraction artifacts at the ends of some structural features. As such, the geometric median provides an alternative imaging approach that may improve the performance in some circumstances.
引用
收藏
页码:2155 / 2163
页数:9
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