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Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines

Dual mode detectors combining metal detection and ground-penetrating radar are increasingly being used during humanitarian demining operations because of their ability to discriminate metal clutter. There are many reports in the academic literature studying metal detector and ground-penetrating rada...

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Autores principales: A. Marsh, Liam, van Verre, Wouter, L. Davidson, John, Gao, Xianyang, J. W. Podd, Frank, J. Daniels, David, J. Peyton, Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6695582/
https://www.ncbi.nlm.nih.gov/pubmed/31382364
http://dx.doi.org/10.3390/s19153390
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author A. Marsh, Liam
van Verre, Wouter
L. Davidson, John
Gao, Xianyang
J. W. Podd, Frank
J. Daniels, David
J. Peyton, Anthony
author_facet A. Marsh, Liam
van Verre, Wouter
L. Davidson, John
Gao, Xianyang
J. W. Podd, Frank
J. Daniels, David
J. Peyton, Anthony
author_sort A. Marsh, Liam
collection PubMed
description Dual mode detectors combining metal detection and ground-penetrating radar are increasingly being used during humanitarian demining operations because of their ability to discriminate metal clutter. There are many reports in the academic literature studying metal detector and ground-penetrating radar systems individually. However, the combination of these techniques has received much less attention. This paper describes the development of a novel dual modality landmine detector, which integrates spectroscopic metal detection with ground-penetrating radar. This paper presents a feature-level sensor fusion strategy based on three features extracted from the two sensors. This paper shows how the data from the two components can be fused together to enrich the feedback to the operator. The algorithms presented in this paper are targeted at automating the location of buried, visibly obscured objects; however, the system described is also capable of collecting information which could also be used for the potential classification of such items.
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spelling pubmed-66955822019-09-05 Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines A. Marsh, Liam van Verre, Wouter L. Davidson, John Gao, Xianyang J. W. Podd, Frank J. Daniels, David J. Peyton, Anthony Sensors (Basel) Article Dual mode detectors combining metal detection and ground-penetrating radar are increasingly being used during humanitarian demining operations because of their ability to discriminate metal clutter. There are many reports in the academic literature studying metal detector and ground-penetrating radar systems individually. However, the combination of these techniques has received much less attention. This paper describes the development of a novel dual modality landmine detector, which integrates spectroscopic metal detection with ground-penetrating radar. This paper presents a feature-level sensor fusion strategy based on three features extracted from the two sensors. This paper shows how the data from the two components can be fused together to enrich the feedback to the operator. The algorithms presented in this paper are targeted at automating the location of buried, visibly obscured objects; however, the system described is also capable of collecting information which could also be used for the potential classification of such items. MDPI 2019-08-02 /pmc/articles/PMC6695582/ /pubmed/31382364 http://dx.doi.org/10.3390/s19153390 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
A. Marsh, Liam
van Verre, Wouter
L. Davidson, John
Gao, Xianyang
J. W. Podd, Frank
J. Daniels, David
J. Peyton, Anthony
Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title_full Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title_fullStr Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title_full_unstemmed Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title_short Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines
title_sort combining electromagnetic spectroscopy and ground-penetrating radar for the detection of anti-personnel landmines
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6695582/
https://www.ncbi.nlm.nih.gov/pubmed/31382364
http://dx.doi.org/10.3390/s19153390
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