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Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method
We present a preliminary study of microwave head imaging using a three-dimensional (3-D) implementation of the distorted Born iterative method (DBIM). Our aim is to examine the benefits of using the more computationally intensive 3-D implementation in scenarios where limited prior information is ava...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002921/ https://www.ncbi.nlm.nih.gov/pubmed/35408305 http://dx.doi.org/10.3390/s22072691 |
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author | Lu, Pan Kosmas, Panagiotis |
author_facet | Lu, Pan Kosmas, Panagiotis |
author_sort | Lu, Pan |
collection | PubMed |
description | We present a preliminary study of microwave head imaging using a three-dimensional (3-D) implementation of the distorted Born iterative method (DBIM). Our aim is to examine the benefits of using the more computationally intensive 3-D implementation in scenarios where limited prior information is available, or when the target occupies an area that is not covered by the imaging array’s transverse planes. We show that, in some cases, the 3-D implementation outperforms its two-dimensional (2-D) counterpart despite the increased number of unknowns for the linear problem at each DBIM iteration. We also discuss how the 3-D algorithm can be implemented efficiently using graphic processing units (GPUs) and validate this implementation with experimental data from a simplified brain phantom. In this work, we have implemented a non-linear microwave imaging approach using DBIM with GPU-accelerated FDTD. Moreover, the paper offers a direct comparison of 2-D and 3-D microwave tomography implementations for head imaging and stroke detection in inhomogenous anatomically complex numerical head phantoms. |
format | Online Article Text |
id | pubmed-9002921 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90029212022-04-13 Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method Lu, Pan Kosmas, Panagiotis Sensors (Basel) Article We present a preliminary study of microwave head imaging using a three-dimensional (3-D) implementation of the distorted Born iterative method (DBIM). Our aim is to examine the benefits of using the more computationally intensive 3-D implementation in scenarios where limited prior information is available, or when the target occupies an area that is not covered by the imaging array’s transverse planes. We show that, in some cases, the 3-D implementation outperforms its two-dimensional (2-D) counterpart despite the increased number of unknowns for the linear problem at each DBIM iteration. We also discuss how the 3-D algorithm can be implemented efficiently using graphic processing units (GPUs) and validate this implementation with experimental data from a simplified brain phantom. In this work, we have implemented a non-linear microwave imaging approach using DBIM with GPU-accelerated FDTD. Moreover, the paper offers a direct comparison of 2-D and 3-D microwave tomography implementations for head imaging and stroke detection in inhomogenous anatomically complex numerical head phantoms. MDPI 2022-03-31 /pmc/articles/PMC9002921/ /pubmed/35408305 http://dx.doi.org/10.3390/s22072691 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lu, Pan Kosmas, Panagiotis Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title | Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title_full | Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title_fullStr | Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title_full_unstemmed | Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title_short | Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method |
title_sort | three-dimensional microwave head imaging with gpu-based fdtd and the dbim method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002921/ https://www.ncbi.nlm.nih.gov/pubmed/35408305 http://dx.doi.org/10.3390/s22072691 |
work_keys_str_mv | AT lupan threedimensionalmicrowaveheadimagingwithgpubasedfdtdandthedbimmethod AT kosmaspanagiotis threedimensionalmicrowaveheadimagingwithgpubasedfdtdandthedbimmethod |