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Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System

This article describes the adaptation of an existing aerial hyperspectral imaging system in a low-cost setup for collecting hyperspectral data in laboratory and field environment and spatial distortion assessments. The imaging spectrometer system consists of an ImSpector V9 hyperspectral pushbroom s...

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Autores principales: Krtalić, Andrija, Miljković, Vanja, Gajski, Dubravko, Racetin, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806291/
https://www.ncbi.nlm.nih.gov/pubmed/31581472
http://dx.doi.org/10.3390/s19194267
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author Krtalić, Andrija
Miljković, Vanja
Gajski, Dubravko
Racetin, Ivan
author_facet Krtalić, Andrija
Miljković, Vanja
Gajski, Dubravko
Racetin, Ivan
author_sort Krtalić, Andrija
collection PubMed
description This article describes the adaptation of an existing aerial hyperspectral imaging system in a low-cost setup for collecting hyperspectral data in laboratory and field environment and spatial distortion assessments. The imaging spectrometer system consists of an ImSpector V9 hyperspectral pushbroom scanner, PixelFly high performance digital CCD camera, and a subsystem for navigation, position determination and orientation of the system in space, a sensor bracket and control system. The main objective of the paper is to present the system, with all its limitations, and a spatial calibration method. The results of spatial calibration and calculation of modulation transfer function (MTF) are reported along with examples of images collected and potential uses in agronomy. The distortion value rises drastically at the edges of the image in the near-infrared segment, while the results of MTF calculation showed that the image sharpness was equal for the bands from the visible part of the spectrum, and approached Nyquist’s theory of digitalization. In the near-infrared part of the spectrum, the MTF values showed a less sharp decrease in comparison with the visible part. Preliminary image acquisition indicates that this hyperspectral system has potential in agronomic applications.
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spelling pubmed-68062912019-11-07 Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System Krtalić, Andrija Miljković, Vanja Gajski, Dubravko Racetin, Ivan Sensors (Basel) Article This article describes the adaptation of an existing aerial hyperspectral imaging system in a low-cost setup for collecting hyperspectral data in laboratory and field environment and spatial distortion assessments. The imaging spectrometer system consists of an ImSpector V9 hyperspectral pushbroom scanner, PixelFly high performance digital CCD camera, and a subsystem for navigation, position determination and orientation of the system in space, a sensor bracket and control system. The main objective of the paper is to present the system, with all its limitations, and a spatial calibration method. The results of spatial calibration and calculation of modulation transfer function (MTF) are reported along with examples of images collected and potential uses in agronomy. The distortion value rises drastically at the edges of the image in the near-infrared segment, while the results of MTF calculation showed that the image sharpness was equal for the bands from the visible part of the spectrum, and approached Nyquist’s theory of digitalization. In the near-infrared part of the spectrum, the MTF values showed a less sharp decrease in comparison with the visible part. Preliminary image acquisition indicates that this hyperspectral system has potential in agronomic applications. MDPI 2019-10-01 /pmc/articles/PMC6806291/ /pubmed/31581472 http://dx.doi.org/10.3390/s19194267 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
Krtalić, Andrija
Miljković, Vanja
Gajski, Dubravko
Racetin, Ivan
Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title_full Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title_fullStr Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title_full_unstemmed Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title_short Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System
title_sort spatial distortion assessments of a low-cost laboratory and field hyperspectral imaging system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806291/
https://www.ncbi.nlm.nih.gov/pubmed/31581472
http://dx.doi.org/10.3390/s19194267
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