ACCELERATION OF IMAGE RECONSTRUCTION PROCESS IN THE ELECTRICAL CAPACITANCE TOMOGRAPHY 3D IN HETEROGENEOUS, MULTI-GPU SYSTEM

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Published: Mar 3, 2017
DOI: https://doi.org/10.5604/01.3001.0010.4579
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DOI

https://doi.org/10.5604/01.3001.0010.4579

Authors

Michał Majchrowicz

mmajchrowicz@kis.p.lodz.pl

Lodz University of Technology, Institute of Applied Computer Science, Poland
Paweł Kapusta

pkapusta@kis.p.lodz.pl

Lodz University of Technology, Institute of Applied Computer Science, Poland
Lidia Jackowska-Strumiłło

lidia_js@kis.p.lodz.pl

Lodz University of Technology, Institute of Applied Computer Science, Poland
Dominik Sankowski

dsan@iis.p.lodz.pl

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 systems

References

Article Details

Majchrowicz, M., Kapusta, P., Jackowska-Strumiłło, L., & Sankowski, D. (2017). ACCELERATION OF IMAGE RECONSTRUCTION PROCESS IN THE ELECTRICAL CAPACITANCE TOMOGRAPHY 3D IN HETEROGENEOUS, MULTI-GPU SYSTEM. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 7(1), 37–41. https://doi.org/10.5604/01.3001.0010.4579