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Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images

The photogrammetric processing of thermal infrared (TIR) images deals with several difficulties. TIR images ordinarily have low-resolution and the contrast of the images is very low. These factors strongly complicate the photogrammetric processing, especially when a modern structure from motion meth...

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Detalles Bibliográficos
Autores principales: Dlesk, Adam, Vach, Karel, Pavelka, Karel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348213/
https://www.ncbi.nlm.nih.gov/pubmed/34372297
http://dx.doi.org/10.3390/s21155061
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author Dlesk, Adam
Vach, Karel
Pavelka, Karel
author_facet Dlesk, Adam
Vach, Karel
Pavelka, Karel
author_sort Dlesk, Adam
collection PubMed
description The photogrammetric processing of thermal infrared (TIR) images deals with several difficulties. TIR images ordinarily have low-resolution and the contrast of the images is very low. These factors strongly complicate the photogrammetric processing, especially when a modern structure from motion method is used. These factors can be avoided by a certain co-processing method of TIR and RGB images. Two of the solutions of co-processing were suggested by the authors and are presented in this article. Each solution requires a different type of transformation–plane transformation and spatial transformation. Both types of transformations are discussed in this paper. On the experiments that were performed, there are presented requirements, advantages, disadvantages, and results of the transformations. Both methods are evaluated mainly in terms of accuracy. The transformations are presented on suggested methods, but they can be easily applied to different kinds of methods of co-processing of TIR and RGB images.
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spelling pubmed-83482132021-08-08 Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images Dlesk, Adam Vach, Karel Pavelka, Karel Sensors (Basel) Article The photogrammetric processing of thermal infrared (TIR) images deals with several difficulties. TIR images ordinarily have low-resolution and the contrast of the images is very low. These factors strongly complicate the photogrammetric processing, especially when a modern structure from motion method is used. These factors can be avoided by a certain co-processing method of TIR and RGB images. Two of the solutions of co-processing were suggested by the authors and are presented in this article. Each solution requires a different type of transformation–plane transformation and spatial transformation. Both types of transformations are discussed in this paper. On the experiments that were performed, there are presented requirements, advantages, disadvantages, and results of the transformations. Both methods are evaluated mainly in terms of accuracy. The transformations are presented on suggested methods, but they can be easily applied to different kinds of methods of co-processing of TIR and RGB images. MDPI 2021-07-26 /pmc/articles/PMC8348213/ /pubmed/34372297 http://dx.doi.org/10.3390/s21155061 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
Dlesk, Adam
Vach, Karel
Pavelka, Karel
Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title_full Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title_fullStr Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title_full_unstemmed Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title_short Transformations in the Photogrammetric Co-Processing of Thermal Infrared Images and RGB Images
title_sort transformations in the photogrammetric co-processing of thermal infrared images and rgb images
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348213/
https://www.ncbi.nlm.nih.gov/pubmed/34372297
http://dx.doi.org/10.3390/s21155061
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