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

Michał Majchrowicz

mmajchrowicz@kis.p.lodz.pl
Lodz 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 systems

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Published
2017-03-03

Cited by

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

Authors

Michał Majchrowicz 
mmajchrowicz@kis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science Poland

Authors

Paweł Kapusta 

Lodz University of Technology, Institute of Applied Computer Science Poland

Authors

Lidia Jackowska-Strumiłło 

Lodz University of Technology, Institute of Applied Computer Science Poland

Authors

Dominik Sankowski 

Lodz University of Technology, Institute of Applied Computer Science Poland

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