ACCELERATION OF IMAGE RECONSTRUCTION PROCESS IN THE ELECTRICAL CAPACITANCE TOMOGRAPHY 3D IN HETEROGENEOUS, MULTI-GPU SYSTEM
Michał Majchrowicz
mmajchrowicz@kis.p.lodz.plLodz University of Technology, Institute of Applied Computer Science (Poland)
Paweł Kapusta
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Lidia Jackowska-Strumiłło
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Dominik Sankowski
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Abstract
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.
Keywords:
Electrical capacitance tomography, reconstruction algorithms, matrix computations, distributed systemsReferences
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Authors
Michał Majchrowiczmmajchrowicz@kis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science Poland
Authors
Paweł KapustaLodz University of Technology, Institute of Applied Computer Science Poland
Authors
Lidia Jackowska-StrumiłłoLodz University of Technology, Institute of Applied Computer Science Poland
Authors
Dominik SankowskiLodz University of Technology, Institute of Applied Computer Science Poland
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