Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil

ABSTRACT: This work presents the development of a three-dimensional (3D) model of an outcrop of the Corumbataí Formation (Permian, Paraná Basin, Brazil) using Structure from Motion - Multi-View Stereo (SfM-MVS) technique in order to provide a structural analysis of clastic dikes cutting through silt...

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Main Authors: Camila Duelis Viana, Carlos Henrique Grohmann, Mariana dos Santos Toledo Busarello, Guilherme Pereira Bento Garcia
Format: Article
Language:English
Published: Sociedade Brasileira de Geologia
Series:Brazilian Journal of Geology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2317-48892018000400839&lng=en&tlng=en
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spelling doaj-4d7850bc3ce64d0e93fc1c2e9812fd1e2020-11-25T00:50:49ZengSociedade Brasileira de GeologiaBrazilian Journal of Geology2317-469248483985210.1590/2317-4889201800201898S2317-48892018000400839Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern BrazilCamila Duelis VianaCarlos Henrique GrohmannMariana dos Santos Toledo BusarelloGuilherme Pereira Bento GarciaABSTRACT: This work presents the development of a three-dimensional (3D) model of an outcrop of the Corumbataí Formation (Permian, Paraná Basin, Brazil) using Structure from Motion - Multi-View Stereo (SfM-MVS) technique in order to provide a structural analysis of clastic dikes cutting through siltstone layers. While traditional photogrammetry requires the user to input a series of parameters related to the camera orientation and its characteristics (such as focal distance), in SfM-MVS the scene geometry, camera position and orientations are automatically determined by a bundle adjustment, an iterative procedure based on a set of overlapping images. It is considered a low-cost technique in terms of hardware and software, also being able to provide point density and accuracy on par to the ones obtained withTerrestrial Laser Scanning. The results acquired on this research have good agreement with previous works, yielding a NNW main orientation for the dikes measured in the field and on the 3D model. The development of this work showed that SfM-MVS use and practice on geosciences still needs more studies on the optimization of the involved parameters (such as camera orientation, image overlap and angle of illumination), which, when accomplished, will result in less processing time and more accurate models.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2317-48892018000400839&lng=en&tlng=enclastic dikesstructure from motiondigital outcrop modelphotogrammetrystructural geology
collection DOAJ
language English
format Article
sources DOAJ
author Camila Duelis Viana
Carlos Henrique Grohmann
Mariana dos Santos Toledo Busarello
Guilherme Pereira Bento Garcia
spellingShingle Camila Duelis Viana
Carlos Henrique Grohmann
Mariana dos Santos Toledo Busarello
Guilherme Pereira Bento Garcia
Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
Brazilian Journal of Geology
clastic dikes
structure from motion
digital outcrop model
photogrammetry
structural geology
author_facet Camila Duelis Viana
Carlos Henrique Grohmann
Mariana dos Santos Toledo Busarello
Guilherme Pereira Bento Garcia
author_sort Camila Duelis Viana
title Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
title_short Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
title_full Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
title_fullStr Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
title_full_unstemmed Structural analysis of clastic dikes using Structure from Motion - Multi-View Stereo: a case-study in the Paraná Basin, southeastern Brazil
title_sort structural analysis of clastic dikes using structure from motion - multi-view stereo: a case-study in the paraná basin, southeastern brazil
publisher Sociedade Brasileira de Geologia
series Brazilian Journal of Geology
issn 2317-4692
description ABSTRACT: This work presents the development of a three-dimensional (3D) model of an outcrop of the Corumbataí Formation (Permian, Paraná Basin, Brazil) using Structure from Motion - Multi-View Stereo (SfM-MVS) technique in order to provide a structural analysis of clastic dikes cutting through siltstone layers. While traditional photogrammetry requires the user to input a series of parameters related to the camera orientation and its characteristics (such as focal distance), in SfM-MVS the scene geometry, camera position and orientations are automatically determined by a bundle adjustment, an iterative procedure based on a set of overlapping images. It is considered a low-cost technique in terms of hardware and software, also being able to provide point density and accuracy on par to the ones obtained withTerrestrial Laser Scanning. The results acquired on this research have good agreement with previous works, yielding a NNW main orientation for the dikes measured in the field and on the 3D model. The development of this work showed that SfM-MVS use and practice on geosciences still needs more studies on the optimization of the involved parameters (such as camera orientation, image overlap and angle of illumination), which, when accomplished, will result in less processing time and more accurate models.
topic clastic dikes
structure from motion
digital outcrop model
photogrammetry
structural geology
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2317-48892018000400839&lng=en&tlng=en
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