Event-driven applications for hard-field tomography software modelling of forward and inverse solutions

This paper addresses mathematical modelling for a tomography application, in which forward and inverse problems are discussed in detail in terms of the projection modelling and image reconstruction algorithm. The forward modelling of the ultrasonic prototype is discussed to predict the sensor output...

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Main Authors: Goh, C.L., Abdul Rahim, Ruzairi, M. N., Abdullah, F. R., Hafiz, Tee, Z.C.
Format: Article
Language:English
Published: Penerbit UTHM 2017
Subjects:
Online Access:http://eprints.uthm.edu.my/5172/
http://eprints.uthm.edu.my/5172/1/AJ%202017%20%28303%29%20Event-driven%20applications%20for%20hard-field.pdf
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author Goh, C.L.
Abdul Rahim, Ruzairi
M. N., Abdullah
F. R., Hafiz
Tee, Z.C.
author_facet Goh, C.L.
Abdul Rahim, Ruzairi
M. N., Abdullah
F. R., Hafiz
Tee, Z.C.
author_sort Goh, C.L.
building UTHM Institutional Repository
collection Online Access
description This paper addresses mathematical modelling for a tomography application, in which forward and inverse problems are discussed in detail in terms of the projection modelling and image reconstruction algorithm. The forward modelling of the ultrasonic prototype is discussed to predict the sensor output for constructing cross-sectional images. Besides that, this paper also discusses the optimum image algorithm to solve the inverse problem for tomogram reconstruction. The applications are discussed with the supporting programming flow charts. Simulations were performed in foward and inverse applications respectively, and results were analysed using an image quality assessment technique called the Mean Structural Similarity Index, MSSIM. The results which indicated high MSSIM (>90%) in image analysis cocluded that the designed foward and inverse modelling applications can be deployed in real-time systems.
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institution Universiti Tun Hussein Onn Malaysia
institution_category Local University
language English
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publisher Penerbit UTHM
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spelling uthm-51722022-01-06T03:51:47Z http://eprints.uthm.edu.my/5172/ Event-driven applications for hard-field tomography software modelling of forward and inverse solutions Goh, C.L. Abdul Rahim, Ruzairi M. N., Abdullah F. R., Hafiz Tee, Z.C. TK Electrical engineering. Electronics Nuclear engineering TA401-492 Materials of engineering and construction. Mechanics of materials This paper addresses mathematical modelling for a tomography application, in which forward and inverse problems are discussed in detail in terms of the projection modelling and image reconstruction algorithm. The forward modelling of the ultrasonic prototype is discussed to predict the sensor output for constructing cross-sectional images. Besides that, this paper also discusses the optimum image algorithm to solve the inverse problem for tomogram reconstruction. The applications are discussed with the supporting programming flow charts. Simulations were performed in foward and inverse applications respectively, and results were analysed using an image quality assessment technique called the Mean Structural Similarity Index, MSSIM. The results which indicated high MSSIM (>90%) in image analysis cocluded that the designed foward and inverse modelling applications can be deployed in real-time systems. Penerbit UTHM 2017 Article PeerReviewed text en http://eprints.uthm.edu.my/5172/1/AJ%202017%20%28303%29%20Event-driven%20applications%20for%20hard-field.pdf Goh, C.L. and Abdul Rahim, Ruzairi and M. N., Abdullah and F. R., Hafiz and Tee, Z.C. (2017) Event-driven applications for hard-field tomography software modelling of forward and inverse solutions. International Journal of Integrated Engineering, 9 (1). pp. 16-23. ISSN 2229-838X
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
TA401-492 Materials of engineering and construction. Mechanics of materials
Goh, C.L.
Abdul Rahim, Ruzairi
M. N., Abdullah
F. R., Hafiz
Tee, Z.C.
Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title_full Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title_fullStr Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title_full_unstemmed Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title_short Event-driven applications for hard-field tomography software modelling of forward and inverse solutions
title_sort event-driven applications for hard-field tomography software modelling of forward and inverse solutions
topic TK Electrical engineering. Electronics Nuclear engineering
TA401-492 Materials of engineering and construction. Mechanics of materials
url http://eprints.uthm.edu.my/5172/
http://eprints.uthm.edu.my/5172/1/AJ%202017%20%28303%29%20Event-driven%20applications%20for%20hard-field.pdf