Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems

被引:0
作者
Alanazi, Abdulrahman M. [1 ]
Venkatakrishnan, Singanallur [2 ]
Santos-Villalobos, Hector [3 ]
Buzzard, Gregery T. [4 ]
Bouman, Charles [4 ]
机构
[1] King Saud Univ, Riyadh 11362, Saudi Arabia
[2] Oak Ridge Natl Lab, Oak Ridge, TN 37831 USA
[3] Univ Tennessee Knoxville, Knoxville, TN 37996 USA
[4] Purdue Univ, Main Campus, W Lafayette, IN 47907 USA
关键词
Non-destructive testing (NDT); ultrasonic imaging; ultrasonic model-based iterative reconstruction (UMBIR); multilayered objects; collimated beams; multi-frequency; APERTURE FOCUSING TECHNIQUE; REVERSE-TIME MIGRATION; IMPLEMENTATION;
D O I
10.1109/TCI.2023.3322580
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Collimated beam ultrasound systems are a technology for imaging inside multi-layered structures such as geothermal wells. These systems work by using a collimated narrow-band ultrasound transmitter that can penetrate through multiple layers of heterogeneous material. A series of measurements can then be made at multiple transmit frequencies. However, commonly used reconstruction algorithms such as Synthetic Aperture Focusing Technique (SAFT) tend to produce poor quality reconstructions for these systems both because they do not model collimated beam systems and they do not jointly reconstruct the multiple frequencies. In this article, we propose a multi-frequency ultrasound model-based iterative reconstruction (UMBIR) algorithm designed for multi-frequency collimated beam ultrasound systems. The combined system targets reflective imaging of heterogeneous, multi-layered structures. For each transmitted frequency band, we introduce a physics-based forward model to accurately account for the propagation of the collimated narrow-band ultrasonic beam through the multi-layered media. We then show how the joint multi-frequency UMBIR reconstruction can be computed by modeling the direct arrival signals, detector noise, and incorporating a spatially varying image prior. Results using both simulated and experimental data indicate that multi-frequency UMBIR reconstruction yields much higher reconstruction quality than either single frequency UMBIR or SAFT.
引用
收藏
页码:904 / 916
页数:13
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