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Nolinear Reconstruction for Liquid-liquid Two-phase Medium Ultrasonic Tomography

机译:液液两相中介质超声断层扫描的非线性重建

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Industrial Process Tomography possesses unique advantages in biphasic medium measurement and has received broad attention in the past decades. Aiming at the widely existed low contrast biphasic medium, this paper proposed a nonlinear Ultrasonic Transmission Tomography (UTT). Approach using continuous wave excitation. Considering the refraction effect at the biphasic interface, the reconstruction method with nonlinear forward problem and the improved Simultaneous Algebraic Reconstruction Technique (SART) is proposed with high reconstruction accuracy and reconstruction speed. The performance of the reconstruction is quantitatively compared with the state-of-art reconstruction algorithms, where the proposed method can reconstruct inclusions with their number, size and position clearly identified. Quantitatively, the average Relative Error (RE) is 0.4835 using the proposed method, which is reduced by 49.34% and 40.57% compared with FBP and SART separately. Under parallel computation, the computing time of the proposed method reduced 16.56 times compared with the existing bent-ray tracing method. The proposed image reconstruction algorithm is proved to be an effective and improved approach to the liquid-liquid two-phase flow ultrasonic tomography.
机译:工业过程断层扫描具有双相测量的独特优势,并在过去几十年中受到广泛的关注。本文提出了一种非线性超声波透射断层扫描(UTT)的广泛存在的低对比度双相介质。采用连续波激励的方法。考虑到双相界面处的折射效果,提出了具有高重建精度和重建速度的非线性前向问题的重建方法和改进的同时代数重建技术(SART)。与最先进的重建算法相比,重建的性能与最先进的重建算法相比,其中所提出的方法可以用它们的数量,大小和位置重建夹杂物。定量方面,使用所提出的方法,平均相对误差(RE)为0.4835,与FBP和SART分别减少了49.34%和40.57%。在并行计算下,与现有弯曲跟踪方法相比,所提出的方法的计算时间减少了16.56倍。所提出的图像重建算法被证明是液体两相流超声波断层摄影的有效和改进的方法。

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