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Laboratory Hyperspectral Image Acquisition System Setup and Validation
Hyperspectral Imaging (HSI) techniques have demonstrated potential to provide useful information in a broad set of applications in different domains, from precision agriculture to environmental science. A first step in the preparation of the algorithms to be employed outdoors starts at a laboratory...
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/PMC8956094/ https://www.ncbi.nlm.nih.gov/pubmed/35336337 http://dx.doi.org/10.3390/s22062159 |
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author | Morales, Alejandro Horstrand, Pablo Guerra, Raúl Leon, Raquel Ortega, Samuel Díaz, María Melián, José M. López, Sebastián López, José F. Callico, Gustavo M. Martel, Ernestina Sarmiento, Roberto |
author_facet | Morales, Alejandro Horstrand, Pablo Guerra, Raúl Leon, Raquel Ortega, Samuel Díaz, María Melián, José M. López, Sebastián López, José F. Callico, Gustavo M. Martel, Ernestina Sarmiento, Roberto |
author_sort | Morales, Alejandro |
collection | PubMed |
description | Hyperspectral Imaging (HSI) techniques have demonstrated potential to provide useful information in a broad set of applications in different domains, from precision agriculture to environmental science. A first step in the preparation of the algorithms to be employed outdoors starts at a laboratory level, capturing a high amount of samples to be analysed and processed in order to extract the necessary information about the spectral characteristics of the studied samples in the most precise way. In this article, a custom-made scanning system for hyperspectral image acquisition is described. Commercially available components have been carefully selected in order to be integrated into a flexible infrastructure able to obtain data from any Generic Interface for Cameras (GenICam) compliant devices using the gigabyte Ethernet interface. The entire setup has been tested using the Specim FX hyperspectral series (FX10 and FX17) and a Graphical User Interface (GUI) has been developed in order to control the individual components and visualise data. Morphological analysis, spectral response and optical aberration of these pushbroom-type hyperspectral cameras have been evaluated prior to the validation of the whole system with different plastic samples for which spectral signatures are extracted and compared with well-known spectral libraries. |
format | Online Article Text |
id | pubmed-8956094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89560942022-03-26 Laboratory Hyperspectral Image Acquisition System Setup and Validation Morales, Alejandro Horstrand, Pablo Guerra, Raúl Leon, Raquel Ortega, Samuel Díaz, María Melián, José M. López, Sebastián López, José F. Callico, Gustavo M. Martel, Ernestina Sarmiento, Roberto Sensors (Basel) Article Hyperspectral Imaging (HSI) techniques have demonstrated potential to provide useful information in a broad set of applications in different domains, from precision agriculture to environmental science. A first step in the preparation of the algorithms to be employed outdoors starts at a laboratory level, capturing a high amount of samples to be analysed and processed in order to extract the necessary information about the spectral characteristics of the studied samples in the most precise way. In this article, a custom-made scanning system for hyperspectral image acquisition is described. Commercially available components have been carefully selected in order to be integrated into a flexible infrastructure able to obtain data from any Generic Interface for Cameras (GenICam) compliant devices using the gigabyte Ethernet interface. The entire setup has been tested using the Specim FX hyperspectral series (FX10 and FX17) and a Graphical User Interface (GUI) has been developed in order to control the individual components and visualise data. Morphological analysis, spectral response and optical aberration of these pushbroom-type hyperspectral cameras have been evaluated prior to the validation of the whole system with different plastic samples for which spectral signatures are extracted and compared with well-known spectral libraries. MDPI 2022-03-10 /pmc/articles/PMC8956094/ /pubmed/35336337 http://dx.doi.org/10.3390/s22062159 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 Morales, Alejandro Horstrand, Pablo Guerra, Raúl Leon, Raquel Ortega, Samuel Díaz, María Melián, José M. López, Sebastián López, José F. Callico, Gustavo M. Martel, Ernestina Sarmiento, Roberto Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title | Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title_full | Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title_fullStr | Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title_full_unstemmed | Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title_short | Laboratory Hyperspectral Image Acquisition System Setup and Validation |
title_sort | laboratory hyperspectral image acquisition system setup and validation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956094/ https://www.ncbi.nlm.nih.gov/pubmed/35336337 http://dx.doi.org/10.3390/s22062159 |
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