论文标题

基于模型的重建梁超声系统

Model-Based Reconstruction for Collimated Beam Ultrasound Systems

论文作者

Alanazi, Abdulrahman, Venkatakrishnan, Singanallur, Santos-Villalobos, Hector, Buzzard, Gregery, Bouman, Charles

论文摘要

准直束超声系统是一种用于在多层结构(例如地热井)内进行成像的新技术。这样的系统包括发射器和多个接收器以捕获反射信号。超声重建使用延迟和-MUM(DAS)方法的常见算法;这些具有较低的计算复杂性,但在存在复杂结构和专门的几何形状(如准直的光束)的情况下产生不准确的图像。 在本文中,我们提出了一种为准梁系统设计的多层,超声,基于模型的迭代重建算法。我们介绍了基于物理的远期模型,以准确说明多层介质中准超声梁的传播,并使用二进制搜索描述有效的实现。我们对直接到达信号,检测器噪声和空间变化的图像进行建模,然后将重建作为最大后验估计问题。使用模拟和实验数据,我们使用商品计算资源在接近实时运行时,相对于DAS的伪像较少。

Collimated beam ultrasound systems are a novel technology for imaging inside multi-layered structures such as geothermal wells. Such systems include a transmitter and multiple receivers to capture reflected signals. Common algorithms for ultrasound reconstruction use delay-and-sum (DAS) approaches; these have low computational complexity but produce inaccurate images in the presence of complex structures and specialized geometries such as collimated beams. In this paper, we propose a multi-layer, ultrasonic, model-based iterative reconstruction algorithm designed for collimated beam systems. We introduce a physics-based forward model to accurately account for the propagation of a collimated ultrasonic beam in multi-layer media and describe an efficient implementation using binary search. We model direct arrival signals, detector noise, and a spatially varying image prior, then cast the reconstruction as a maximum a posteriori estimation problem. Using simulated and experimental data we obtain significantly fewer artifacts relative to DAS while running in near real time using commodity compute resources.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源