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Resolution enhancement of electrical resistance tomography by iterative back projection method
ABSTRACT: An iterative back projection method (i-BP) has been developed to improve the resolution of reconstructed images produced by electrical resistance tomography (ERT). This solution is based on an iterative calculation of the electrical fields and it is possible to reconstruct clearer images t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4830860/ https://www.ncbi.nlm.nih.gov/pubmed/27110211 http://dx.doi.org/10.1007/s12650-015-0308-8 |
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author | Ichijo, Noriaki Matsuno, Shinsuke Sakai, Taiji Tochigi, Yoshikatsu Kaminoyama, Meguru Nishi, Kazuhiko Misumi, Ryuta Nishiyama, So |
author_facet | Ichijo, Noriaki Matsuno, Shinsuke Sakai, Taiji Tochigi, Yoshikatsu Kaminoyama, Meguru Nishi, Kazuhiko Misumi, Ryuta Nishiyama, So |
author_sort | Ichijo, Noriaki |
collection | PubMed |
description | ABSTRACT: An iterative back projection method (i-BP) has been developed to improve the resolution of reconstructed images produced by electrical resistance tomography (ERT). This solution is based on an iterative calculation of the electrical fields and it is possible to reconstruct clearer images than those reconstructed by the conventional back projection method without divergence. However, it does take several minutes to finish the iteration process, and therefore this solution can be applied to flow fields that require high spatial resolution rather than short processing times, such as the accumulation of noble metals in glass melters. Numerical simulations and experiments using a simple model are performed in this study. The numerical simulations show that clear images are reconstructed both near the wall and at the center by i-BP. The conductivity correlation coefficient between the genuine distribution and the reconstructed image is improved from 0.4 to 0.9. The validity of the i-BP method is also confirmed by the experimental results. As a result, it is confirmed that ERT and i-BP are capable of reconstructing acceptable images and have potential for use in the visualization of the accumulation of noble metals in a glass melter. GRAPHICAL ABSTRACT: [Image: see text] |
format | Online Article Text |
id | pubmed-4830860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-48308602016-04-22 Resolution enhancement of electrical resistance tomography by iterative back projection method Ichijo, Noriaki Matsuno, Shinsuke Sakai, Taiji Tochigi, Yoshikatsu Kaminoyama, Meguru Nishi, Kazuhiko Misumi, Ryuta Nishiyama, So J Vis (Tokyo) Regular Paper ABSTRACT: An iterative back projection method (i-BP) has been developed to improve the resolution of reconstructed images produced by electrical resistance tomography (ERT). This solution is based on an iterative calculation of the electrical fields and it is possible to reconstruct clearer images than those reconstructed by the conventional back projection method without divergence. However, it does take several minutes to finish the iteration process, and therefore this solution can be applied to flow fields that require high spatial resolution rather than short processing times, such as the accumulation of noble metals in glass melters. Numerical simulations and experiments using a simple model are performed in this study. The numerical simulations show that clear images are reconstructed both near the wall and at the center by i-BP. The conductivity correlation coefficient between the genuine distribution and the reconstructed image is improved from 0.4 to 0.9. The validity of the i-BP method is also confirmed by the experimental results. As a result, it is confirmed that ERT and i-BP are capable of reconstructing acceptable images and have potential for use in the visualization of the accumulation of noble metals in a glass melter. GRAPHICAL ABSTRACT: [Image: see text] Springer Berlin Heidelberg 2015-08-12 2016 /pmc/articles/PMC4830860/ /pubmed/27110211 http://dx.doi.org/10.1007/s12650-015-0308-8 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Regular Paper Ichijo, Noriaki Matsuno, Shinsuke Sakai, Taiji Tochigi, Yoshikatsu Kaminoyama, Meguru Nishi, Kazuhiko Misumi, Ryuta Nishiyama, So Resolution enhancement of electrical resistance tomography by iterative back projection method |
title | Resolution enhancement of electrical resistance tomography by iterative back projection method |
title_full | Resolution enhancement of electrical resistance tomography by iterative back projection method |
title_fullStr | Resolution enhancement of electrical resistance tomography by iterative back projection method |
title_full_unstemmed | Resolution enhancement of electrical resistance tomography by iterative back projection method |
title_short | Resolution enhancement of electrical resistance tomography by iterative back projection method |
title_sort | resolution enhancement of electrical resistance tomography by iterative back projection method |
topic | Regular Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4830860/ https://www.ncbi.nlm.nih.gov/pubmed/27110211 http://dx.doi.org/10.1007/s12650-015-0308-8 |
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