异构多gpu系统中三维电容层析成像图像重建过程的加速

M. Majchrowicz, Paweł Kapusta, L. Jackowska-Strumillo, D. Sankowski
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引用次数: 54

摘要

。电容层析成像是工业过程可视化的一种创新方法。它的主要优点之一是高时间分辨率,允许在高波动性的系统中使用ECT。近年来,电容层析成像技术取得了长足的发展,但由于图像重建过程复杂,大大降低了其工业应用。作者提出了采用多节点、多gpu系统来加速ECT三维图像重建的过程。
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Acceleration of image reconstruction process in the electrical capacitance tomography 3D in heterogeneous, Multi-GPU system
. Electrical capacitance tomography is an innovative method for visualization of industrial processes. One of its main advantages is it’s high time resolution that allows to the usage of ECT in systems with high volatility. In recent years there has been significant development of electrical capacitance tomography 3D, which however, has significantly reduced industrial it’s applications due to the complicated process of image reconstruction. The authors propose the use of multi-node, multi-GPU system to accelerate the process of image reconstruction in ECT 3D.
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