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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2010
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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. |
format | Online Article Text |
id | pubmed-3292159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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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