NOVEL HYBRID ALGORITHM USING CONVOLUTIONAL AUTOENCODER WITH SVM FOR ELECTRICAL IMPEDANCE TOMOGRAPHY AND ULTRASOUND COMPUTED TOMOGRAPHY

NOVEL HYBRID ALGORITHM USING CONVOLUTIONAL AUTOENCODER WITH SVM FOR ELECTRICAL IMPEDANCE TOMOGRAPHY AND ULTRASOUND COMPUTED TOMOGRAPHY

This paper presents a new hybrid algorithm using multiple Support Vector Machines models with convolutional autoencoder to Electrical Impedance Tomography, and Ultrasound Computed Tomography image reconstruction. The ultimate hybrid solution uses multiple SVM models to convert input measurements to...

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Bibliographic Details
Main Authors: Łukasz Maciura, Dariusz Wójcik, Tomasz Rymarczyk, Krzysztof Król
Format: Article
Language:English
Published: Lublin University of Technology 2023-06-01
Series:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Subjects:
convolutional autoencoder
SVM
electrical impedance tomography
ultrasound transmission tomography
Online Access:https://ph.pollub.pl/index.php/iapgos/article/view/3377

Internet

https://ph.pollub.pl/index.php/iapgos/article/view/3377

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