Transmission/Reflection Dual-Mode Ultrasonic Tomography Using Weighted Least Square-Lagrange Joint Reconstruction

被引:4
|
作者
Liu, Hao [1 ]
Tan, Chao [1 ]
Soleimani, Manuchehr [2 ]
Dong, Feng [1 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China
[2] Univ Bath, Engn Tomogrpahy Lab, Bath BA2 7AY, England
基金
中国国家自然科学基金;
关键词
Dual-modality tomography; tomographic inverse problem; ultrasonic process tomography; ultra-sound reflection; ultrasound transmission; IDENTIFICATION;
D O I
10.1109/TII.2022.3221218
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Industrial ultrasonic tomography (UT) possesses unique advantages in multiphase medium imaging and has received broad attention. In this article, a novel transmission/reflection dual-mode image reconstruction algorithm based on information fusion is proposed. The transmissive attenuation and reflective time-delay information are both integrated into an improved Lagrange framework with the weighted least square transformation of objective function, which is then solved by a pair of coupled preconditioned gradient approaches. Experiment results show that the proposed algorithm performs better than existing image fusion strategies in terms of accuracy (average relative error 0.456, average correlation coefficient 0.870) and robustness (average standard derivation of relative error and correlation coefficient 0.056 and 0.041). Accordingly, the dual-mode UT approach is proved feasible to provide more accurate image of biphasic medium distribution.
引用
收藏
页码:8722 / 8730
页数:9
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