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Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging

It is necessary to periodically obtain topographic maps of the geographical and environmental characteristics of tidal flats to systemically manage and monitor them. Accurate digital elevation models (DEMs) of the tidal flats are produced while using ground control points (GCPs); however, it is both...

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Autores principales: Lee, Hyoseong, Han, Dongyeob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147167/
https://www.ncbi.nlm.nih.gov/pubmed/32183065
http://dx.doi.org/10.3390/s20061602
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author Lee, Hyoseong
Han, Dongyeob
author_facet Lee, Hyoseong
Han, Dongyeob
author_sort Lee, Hyoseong
collection PubMed
description It is necessary to periodically obtain topographic maps of the geographical and environmental characteristics of tidal flats to systemically manage and monitor them. Accurate digital elevation models (DEMs) of the tidal flats are produced while using ground control points (GCPs); however, it is both complicated and difficult to conduct GPS surveys and readings of image coordinates that correspond to these because tidal flat areas are not easy to access. The position and distribution of GCPs affect DEMs, because the entire working area cannot be covered during a survey. In this study, a least-squares height-difference (LHD) DEM matching method with a polynomial model is proposed to increase the number of DEM grids while using a presecured precise DEM to rectify the distortion and bowl effect produced by unmanned aerial vehicle (UAV) images. The most appropriate result was obtained when the translation parameters were quadratic curve polynomials with an increasing number of grids and the rotation parameters were constant. The experimental results indicated that the proposed method reduced the distortion and eliminated the error caused by the bowl effect while only using a reference DEM.
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spelling pubmed-71471672020-04-20 Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging Lee, Hyoseong Han, Dongyeob Sensors (Basel) Article It is necessary to periodically obtain topographic maps of the geographical and environmental characteristics of tidal flats to systemically manage and monitor them. Accurate digital elevation models (DEMs) of the tidal flats are produced while using ground control points (GCPs); however, it is both complicated and difficult to conduct GPS surveys and readings of image coordinates that correspond to these because tidal flat areas are not easy to access. The position and distribution of GCPs affect DEMs, because the entire working area cannot be covered during a survey. In this study, a least-squares height-difference (LHD) DEM matching method with a polynomial model is proposed to increase the number of DEM grids while using a presecured precise DEM to rectify the distortion and bowl effect produced by unmanned aerial vehicle (UAV) images. The most appropriate result was obtained when the translation parameters were quadratic curve polynomials with an increasing number of grids and the rotation parameters were constant. The experimental results indicated that the proposed method reduced the distortion and eliminated the error caused by the bowl effect while only using a reference DEM. MDPI 2020-03-13 /pmc/articles/PMC7147167/ /pubmed/32183065 http://dx.doi.org/10.3390/s20061602 Text en © 2020 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
Lee, Hyoseong
Han, Dongyeob
Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title_full Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title_fullStr Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title_full_unstemmed Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title_short Rectification of Bowl-Shape Deformation of Tidal Flat DEM derived from UAV Imaging
title_sort rectification of bowl-shape deformation of tidal flat dem derived from uav imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147167/
https://www.ncbi.nlm.nih.gov/pubmed/32183065
http://dx.doi.org/10.3390/s20061602
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