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Multiview three-dimensional reconstruction by millimetre-wave portable camera

Millimetre-wave imaging is a powerful non-destructive inspection technique which has become widely used in areas such as through-the-wall imaging or concealed weapon detection. Nevertheless, current systems are usually limited to either a single view point providing a limited 3D millimeter-wave mode...

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Autores principales: Laviada, Jaime, Arboleya-Arboleya, Ana, Álvarez, Yuri, González-Valdés, Borja, Las-Heras, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5527015/
https://www.ncbi.nlm.nih.gov/pubmed/28743908
http://dx.doi.org/10.1038/s41598-017-06475-7
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author Laviada, Jaime
Arboleya-Arboleya, Ana
Álvarez, Yuri
González-Valdés, Borja
Las-Heras, Fernando
author_facet Laviada, Jaime
Arboleya-Arboleya, Ana
Álvarez, Yuri
González-Valdés, Borja
Las-Heras, Fernando
author_sort Laviada, Jaime
collection PubMed
description Millimetre-wave imaging is a powerful non-destructive inspection technique which has become widely used in areas such as through-the-wall imaging or concealed weapon detection. Nevertheless, current systems are usually limited to either a single view point providing a limited 3D millimeter-wave model or a multiview relying on the accurate movement of a robot arm through precise positions resulting in very bulky systems. In this paper, we present a set of techniques to achieve a multiview millimetre-wave scanner. The aperture of the scanner is kept below 16 cm so it can be portable and, consequently, multiview can be achieved by simple hand movements. In addition, optical images are also acquired with a two-fold purpose: i) building a complementary 3D-model by employing Structure from Movement (SfM) techniques; ii) estimating the scanner position and poses. The proposed technology is illustrated for people screening, proving the capacity of the system to detect hidden weapons.
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spelling pubmed-55270152017-08-02 Multiview three-dimensional reconstruction by millimetre-wave portable camera Laviada, Jaime Arboleya-Arboleya, Ana Álvarez, Yuri González-Valdés, Borja Las-Heras, Fernando Sci Rep Article Millimetre-wave imaging is a powerful non-destructive inspection technique which has become widely used in areas such as through-the-wall imaging or concealed weapon detection. Nevertheless, current systems are usually limited to either a single view point providing a limited 3D millimeter-wave model or a multiview relying on the accurate movement of a robot arm through precise positions resulting in very bulky systems. In this paper, we present a set of techniques to achieve a multiview millimetre-wave scanner. The aperture of the scanner is kept below 16 cm so it can be portable and, consequently, multiview can be achieved by simple hand movements. In addition, optical images are also acquired with a two-fold purpose: i) building a complementary 3D-model by employing Structure from Movement (SfM) techniques; ii) estimating the scanner position and poses. The proposed technology is illustrated for people screening, proving the capacity of the system to detect hidden weapons. Nature Publishing Group UK 2017-07-25 /pmc/articles/PMC5527015/ /pubmed/28743908 http://dx.doi.org/10.1038/s41598-017-06475-7 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Laviada, Jaime
Arboleya-Arboleya, Ana
Álvarez, Yuri
González-Valdés, Borja
Las-Heras, Fernando
Multiview three-dimensional reconstruction by millimetre-wave portable camera
title Multiview three-dimensional reconstruction by millimetre-wave portable camera
title_full Multiview three-dimensional reconstruction by millimetre-wave portable camera
title_fullStr Multiview three-dimensional reconstruction by millimetre-wave portable camera
title_full_unstemmed Multiview three-dimensional reconstruction by millimetre-wave portable camera
title_short Multiview three-dimensional reconstruction by millimetre-wave portable camera
title_sort multiview three-dimensional reconstruction by millimetre-wave portable camera
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5527015/
https://www.ncbi.nlm.nih.gov/pubmed/28743908
http://dx.doi.org/10.1038/s41598-017-06475-7
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