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A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes

The increased sensitivity of modern hyperspectral line-scanning systems has led to the development of imaging systems that can acquire each line of hyperspectral pixels at very high data rates (in the 200–400 Hz range). These data acquisition rates present an opportunity to acquire full hyperspectra...

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Autores principales: Bachmann, Charles M., Eon, Rehman S., Lapszynski, Christopher S., Badura, Gregory P., Vodacek, Anthony, Hoffman, Matthew J., McKeown, Donald, Kremens, Robert L., Richardson, Michael, Bauch, Timothy, Foote, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320871/
https://www.ncbi.nlm.nih.gov/pubmed/34470179
http://dx.doi.org/10.3390/jimaging5010006
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author Bachmann, Charles M.
Eon, Rehman S.
Lapszynski, Christopher S.
Badura, Gregory P.
Vodacek, Anthony
Hoffman, Matthew J.
McKeown, Donald
Kremens, Robert L.
Richardson, Michael
Bauch, Timothy
Foote, Mark
author_facet Bachmann, Charles M.
Eon, Rehman S.
Lapszynski, Christopher S.
Badura, Gregory P.
Vodacek, Anthony
Hoffman, Matthew J.
McKeown, Donald
Kremens, Robert L.
Richardson, Michael
Bauch, Timothy
Foote, Mark
author_sort Bachmann, Charles M.
collection PubMed
description The increased sensitivity of modern hyperspectral line-scanning systems has led to the development of imaging systems that can acquire each line of hyperspectral pixels at very high data rates (in the 200–400 Hz range). These data acquisition rates present an opportunity to acquire full hyperspectral scenes at rapid rates, enabling the use of traditional push-broom imaging systems as low-rate video hyperspectral imaging systems. This paper provides an overview of the design of an integrated system that produces low-rate video hyperspectral image sequences by merging a hyperspectral line scanner, operating in the visible and near infra-red, with a high-speed pan-tilt system and an integrated IMU-GPS that provides system pointing. The integrated unit is operated from atop a telescopic mast, which also allows imaging of the same surface area or objects from multiple view zenith directions, useful for bi-directional reflectance data acquisition and analysis. The telescopic mast platform also enables stereo hyperspectral image acquisition, and therefore, the ability to construct a digital elevation model of the surface. Imaging near the shoreline in a coastal setting, we provide an example of hyperspectral imagery time series acquired during a field experiment in July 2017 with our integrated system, which produced hyperspectral image sequences with 371 spectral bands, spatial dimensions of 1600 × 212, and 16 bits per pixel, every 0.67 s. A second example times series acquired during a rooftop experiment conducted on the Rochester Institute of Technology campus in August 2017 illustrates a second application, moving vehicle imaging, with 371 spectral bands, 16 bit dynamic range, and 1600 × 300 spatial dimensions every second.
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spelling pubmed-83208712021-08-26 A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes Bachmann, Charles M. Eon, Rehman S. Lapszynski, Christopher S. Badura, Gregory P. Vodacek, Anthony Hoffman, Matthew J. McKeown, Donald Kremens, Robert L. Richardson, Michael Bauch, Timothy Foote, Mark J Imaging Article The increased sensitivity of modern hyperspectral line-scanning systems has led to the development of imaging systems that can acquire each line of hyperspectral pixels at very high data rates (in the 200–400 Hz range). These data acquisition rates present an opportunity to acquire full hyperspectral scenes at rapid rates, enabling the use of traditional push-broom imaging systems as low-rate video hyperspectral imaging systems. This paper provides an overview of the design of an integrated system that produces low-rate video hyperspectral image sequences by merging a hyperspectral line scanner, operating in the visible and near infra-red, with a high-speed pan-tilt system and an integrated IMU-GPS that provides system pointing. The integrated unit is operated from atop a telescopic mast, which also allows imaging of the same surface area or objects from multiple view zenith directions, useful for bi-directional reflectance data acquisition and analysis. The telescopic mast platform also enables stereo hyperspectral image acquisition, and therefore, the ability to construct a digital elevation model of the surface. Imaging near the shoreline in a coastal setting, we provide an example of hyperspectral imagery time series acquired during a field experiment in July 2017 with our integrated system, which produced hyperspectral image sequences with 371 spectral bands, spatial dimensions of 1600 × 212, and 16 bits per pixel, every 0.67 s. A second example times series acquired during a rooftop experiment conducted on the Rochester Institute of Technology campus in August 2017 illustrates a second application, moving vehicle imaging, with 371 spectral bands, 16 bit dynamic range, and 1600 × 300 spatial dimensions every second. MDPI 2018-12-31 /pmc/articles/PMC8320871/ /pubmed/34470179 http://dx.doi.org/10.3390/jimaging5010006 Text en © 2018 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Bachmann, Charles M.
Eon, Rehman S.
Lapszynski, Christopher S.
Badura, Gregory P.
Vodacek, Anthony
Hoffman, Matthew J.
McKeown, Donald
Kremens, Robert L.
Richardson, Michael
Bauch, Timothy
Foote, Mark
A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title_full A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title_fullStr A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title_full_unstemmed A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title_short A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes
title_sort low-rate video approach to hyperspectral imaging of dynamic scenes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320871/
https://www.ncbi.nlm.nih.gov/pubmed/34470179
http://dx.doi.org/10.3390/jimaging5010006
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