A NEW CONCEPT OF DISCRETIZATION MODEL FOR IMAGING IMPROVING IN ULTRASOUND TRANSMISSION TOMOGRAPHY
Tomasz Rymarczyk
tomasz@rymarczyk.com1. Research & Development Centre Netrix SA; 2. University of Economics and Innovation in Lublin (Poland)
http://orcid.org/0000-0002-3524-9151
Krzysztof Polakowski
Warsaw University of Technology (Poland)
http://orcid.org/0000-0002-2301-4910
Jan Sikora
1. Research & Development Centre Netrix SA; 2. University of Economics and Innovation in Lublin (Poland)
http://orcid.org/0000-0002-9492-5818
Abstract
In this paper a new version of discretization model for Ultrasonic Transmission Tomography is presented. The algorithm has been extensively tested for synthetic noisy data on various configurations of internal objects. In order to improve the imaging quality, the pixels/voxels have been enlarged compared to the figures inscribed in pixels/voxels however no more than figures described on the standard square pixels or cubic voxels. The proposed algorithm provides better quality of imaging.
Keywords:
Ultrasound Transmission Tomography, image reconstruction, constrained optimization, circular pixels, spherical voxelsReferences
Bartušek K., Drexler P., Fiala P., et al.: Magnetoinductive Lens for Experimental Mid-field MR Tomograph. Progress in Electromagnetics Research, Cambridge, 5–8 July 2010, 1047–1050.
Google Scholar
Dušek J., Hladký D., Mikulka J.: Electrical Impedance Tomography Methods and Algorithms Processed with a GPU. PIERS Proceedings (Spring) 2017, 1710–1714.
DOI: https://doi.org/10.1109/PIERS.2017.8262025
Google Scholar
Kak A. C., Slaney M.: Principles of Computerized Tomographic Imaging. IEEE Press, New York 1999.
Google Scholar
Kłosowski G., Rymarczyk T.: Using Neural Networks and Deep Learning Algorithms in Elecrical Impedance Tomography. Informatyka, Automatyka Pomiary w Gospodarce i Ochronie Środowiska – IAPGOS 3/2017, 99–102.
Google Scholar
Kłosowski G., Rymarczyk T., Gola A.: Increasing the Reliability of Flood Embankments with Neural Imaging Method. Applied Sciences 8(9)/2018, 1457.
DOI: https://doi.org/10.3390/app8091457
Google Scholar
Koulountzios P., Rymarczyk T., Soleimani M.: Ultrasonic Tomography for automated material inspection in liquid masses. 9th World Congress on Industrial Process Tomography, Bath, Great Britain, 2–6 September 2018.
Google Scholar
Lawson Ch. L., Hanson R. J.: Solving Least Squares Problems. Classics in Applied Mathematics 15/1995.
DOI: https://doi.org/10.1137/1.9781611971217
Google Scholar
Mikulka J.: GPU–Accelerated Reconstruction of T2 Maps in Magnetic Resonance Imaging. Measurement Science Review 4/2015, 210–218.
DOI: https://doi.org/10.1515/msr-2015-0029
Google Scholar
Ming Y., Schlaberg H. I., Hoyle B. S., Beck M. S., Lenn C.: Real-Time Ultrasound Process Tomography for Two-Phase Flow Imaging Using a Reduced Number of Transducers. IEEE Transactions on Ultrasonics, Ferroelectrics, and Freq. Control 46(3)/1999.
DOI: https://doi.org/10.1109/58.764834
Google Scholar
Opieliński K. J., Gudra T.: Ultrasonic Transmission Tomography in Industrial and Biological Tomography: Theoretical Basis and Applications. Electrotechnical Institute, 2010, 265–338.
Google Scholar
Rymarczyk T.: Tomographic Imaging in Environmental, Industrial and Medical Applications. Innovatio Press Publishing Hause, 2019.
Google Scholar
Rymarczyk T., at all.: Sposób i układ do prowadzenia pomiarów w elektrycznej tomografii pojemnościowej. Patent P.418304, data zgłoszenia: 12.08.2016.
Google Scholar
Rymarczyk T., Sikora J., Polakowski K., Adamkiewicz P.: Efektywny algorytm obrazowania w tomografii ultradźwiękowej i radiowej dla zagadnień dwuwymiarowych. Przegląd Elektrotechniczny 94(6)/2018, [DOI: 10.15199/48.2018.06.11].
DOI: https://doi.org/10.15199/48.2018.06.11
Google Scholar
Smolik W.: Forward Problem Solver for Image Reconstruction by Nonlinear Optimisation in Electrical Capacitance Tomography. Flow Measurement and Instrumentation 21/2010, 70–77.
DOI: https://doi.org/10.1016/j.flowmeasinst.2010.01.001
Google Scholar
Soleimani M., Mitchell C. N., Banasiak R., Wajman R., Adler A.: Four-dimensional electrical capacitance tomography imaging using experimental data. Progress in Electromagnetics Research 90/2009, 171–186.
DOI: https://doi.org/10.2528/PIER09010202
Google Scholar
http://www.mathworks.com/products/matlab/ (access: June 2018).
Google Scholar
Authors
Tomasz Rymarczyktomasz@rymarczyk.com
1. Research & Development Centre Netrix SA; 2. University of Economics and Innovation in Lublin Poland
http://orcid.org/0000-0002-3524-9151
Authors
Krzysztof PolakowskiWarsaw University of Technology Poland
http://orcid.org/0000-0002-2301-4910
Authors
Jan Sikora1. Research & Development Centre Netrix SA; 2. University of Economics and Innovation in Lublin Poland
http://orcid.org/0000-0002-9492-5818
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