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Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images

At present, hyperspectral images are mainly obtained with airborne sensors that are subject to turbulences while the spectrometer is acquiring the data. Therefore, geometric corrections are required to produce spatially correct images for visual interpretation and change detection analysis. This pap...

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Detalles Bibliográficos
Autores principales: Martínez, Pablo, Cristo, Alejandro, Koch, Magaly, Pérez, Rosa Mª., Schmid, Thomas, Hernández, Luz M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3292159/
https://www.ncbi.nlm.nih.gov/pubmed/22399919
http://dx.doi.org/10.3390/s100504996
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author Martínez, Pablo
Cristo, Alejandro
Koch, Magaly
Pérez, Rosa Mª.
Schmid, Thomas
Hernández, Luz M.
author_facet Martínez, Pablo
Cristo, Alejandro
Koch, Magaly
Pérez, Rosa Mª.
Schmid, Thomas
Hernández, Luz M.
author_sort Martínez, Pablo
collection PubMed
description At present, hyperspectral images are mainly obtained with airborne sensors that are subject to turbulences while the spectrometer is acquiring the data. Therefore, geometric corrections are required to produce spatially correct images for visual interpretation and change detection analysis. This paper analyzes the data acquisition process of airborne sensors. The main objective is to propose a new data format called Diffused Matrix Format (DMF) adapted to the sensor's characteristics including its spectral and spatial information. The second objective is to compare the accuracy of the quantitative maps derived by using the DMF data structure with those obtained from raster images based on traditional data structures. Results show that DMF processing is more accurate and straightforward than conventional image processing of remotely sensed data with the advantage that the DMF file structure requires less storage space than other data formats. In addition the data processing time does not increase when DMF is used.
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spelling pubmed-32921592012-03-07 Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images Martínez, Pablo Cristo, Alejandro Koch, Magaly Pérez, Rosa Mª. Schmid, Thomas Hernández, Luz M. Sensors (Basel) Article At present, hyperspectral images are mainly obtained with airborne sensors that are subject to turbulences while the spectrometer is acquiring the data. Therefore, geometric corrections are required to produce spatially correct images for visual interpretation and change detection analysis. This paper analyzes the data acquisition process of airborne sensors. The main objective is to propose a new data format called Diffused Matrix Format (DMF) adapted to the sensor's characteristics including its spectral and spatial information. The second objective is to compare the accuracy of the quantitative maps derived by using the DMF data structure with those obtained from raster images based on traditional data structures. Results show that DMF processing is more accurate and straightforward than conventional image processing of remotely sensed data with the advantage that the DMF file structure requires less storage space than other data formats. In addition the data processing time does not increase when DMF is used. Molecular Diversity Preservation International (MDPI) 2010-05-18 /pmc/articles/PMC3292159/ /pubmed/22399919 http://dx.doi.org/10.3390/s100504996 Text en © 2010 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 license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Martínez, Pablo
Cristo, Alejandro
Koch, Magaly
Pérez, Rosa Mª.
Schmid, Thomas
Hernández, Luz M.
Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title_full Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title_fullStr Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title_full_unstemmed Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title_short Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images
title_sort diffused matrix format: a new storage and processing format for airborne hyperspectral sensor images
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3292159/
https://www.ncbi.nlm.nih.gov/pubmed/22399919
http://dx.doi.org/10.3390/s100504996
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