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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6695582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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