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Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference
In this paper, we present a hyper-spectral imaging system and practical calibration procedure using a low-cost calibration reference made of polytetrafluoroethylene. The imaging system includes a hyperspectral camera and an active source of illumination with a variable spectral distribution of inten...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199474/ https://www.ncbi.nlm.nih.gov/pubmed/34072156 http://dx.doi.org/10.3390/s21113738 |
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author | Shaikh, Muhammad Saad Jaferzadeh, Keyvan Thörnberg, Benny Casselgren, Johan |
author_facet | Shaikh, Muhammad Saad Jaferzadeh, Keyvan Thörnberg, Benny Casselgren, Johan |
author_sort | Shaikh, Muhammad Saad |
collection | PubMed |
description | In this paper, we present a hyper-spectral imaging system and practical calibration procedure using a low-cost calibration reference made of polytetrafluoroethylene. The imaging system includes a hyperspectral camera and an active source of illumination with a variable spectral distribution of intensity. The calibration reference is used to measure the relative reflectance of any material surface independent of the spectral distribution of light and camera sensitivity. Winter road conditions are taken as a test application, and several spectral images of snow, icy asphalt, dry asphalt, and wet asphalt were made at different exposure times using different illumination spectra. Graphs showing measured relative reflectance for different road conditions support the conclusion that measurements are independent of illumination. Principal component analysis of the acquired spectral data for road conditions shows well separated data clusters, demonstrating the system’s suitability for material classification. |
format | Online Article Text |
id | pubmed-8199474 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81994742021-06-14 Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference Shaikh, Muhammad Saad Jaferzadeh, Keyvan Thörnberg, Benny Casselgren, Johan Sensors (Basel) Article In this paper, we present a hyper-spectral imaging system and practical calibration procedure using a low-cost calibration reference made of polytetrafluoroethylene. The imaging system includes a hyperspectral camera and an active source of illumination with a variable spectral distribution of intensity. The calibration reference is used to measure the relative reflectance of any material surface independent of the spectral distribution of light and camera sensitivity. Winter road conditions are taken as a test application, and several spectral images of snow, icy asphalt, dry asphalt, and wet asphalt were made at different exposure times using different illumination spectra. Graphs showing measured relative reflectance for different road conditions support the conclusion that measurements are independent of illumination. Principal component analysis of the acquired spectral data for road conditions shows well separated data clusters, demonstrating the system’s suitability for material classification. MDPI 2021-05-27 /pmc/articles/PMC8199474/ /pubmed/34072156 http://dx.doi.org/10.3390/s21113738 Text en © 2021 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 Shaikh, Muhammad Saad Jaferzadeh, Keyvan Thörnberg, Benny Casselgren, Johan Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title | Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title_full | Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title_fullStr | Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title_full_unstemmed | Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title_short | Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference |
title_sort | calibration of a hyper-spectral imaging system using a low-cost reference |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199474/ https://www.ncbi.nlm.nih.gov/pubmed/34072156 http://dx.doi.org/10.3390/s21113738 |
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