A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application

Detalhes bibliográficos
Autor(a) principal: Campos, Mariana Batista [UNESP]
Data de Publicação: 2018
Outros Autores: Tommaselli, Antonio Maria Garcia [UNESP], Honkavaara, Eija, Prol, Fabricio dos Santos [UNESP], Kaartinen, Harri, El Issaoui, Aimad, Hakala, Teemu
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/s18030827
http://hdl.handle.net/11449/179667
Resumo: The use of Personal Mobile Terrestrial System (PMTS) has increased considerably for mobile mapping applications because these systems offer dynamic data acquisition with ground perspective in places where the use of wheeled platforms is unfeasible, such as forests and indoor buildings. PMTS has become more popular with emerging technologies, such as miniaturized navigation sensors and off-the-shelf omnidirectional cameras, which enable low-cost mobile mapping approaches. However, most of these sensors have not been developed for high-accuracy metric purposes and therefore require rigorous methods of data acquisition and data processing to obtain satisfactory results for some mapping applications. To contribute to the development of light, low-cost PMTS and potential applications of these off-the-shelf sensors for forest mapping, this paper presents a low-cost PMTS approach comprising an omnidirectional camera with off-the-shelf navigation systems and its evaluation in a forest environment. Experimental assessments showed that the integrated sensor orientation approach using navigation data as the initial information can increase the trajectory accuracy, especially in covered areas. The point cloud generated with the PMTS data had accuracy consistent with the Ground Sample Distance (GSD) range of omnidirectional images (3.5-7 cm). These results are consistent with those obtained for other PMTS approaches.
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spelling A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest applicationForest mappingLow-cost sensorsOmnidirectional camerasPersonal mobile terrestrial systemPMTS data qualityThe use of Personal Mobile Terrestrial System (PMTS) has increased considerably for mobile mapping applications because these systems offer dynamic data acquisition with ground perspective in places where the use of wheeled platforms is unfeasible, such as forests and indoor buildings. PMTS has become more popular with emerging technologies, such as miniaturized navigation sensors and off-the-shelf omnidirectional cameras, which enable low-cost mobile mapping approaches. However, most of these sensors have not been developed for high-accuracy metric purposes and therefore require rigorous methods of data acquisition and data processing to obtain satisfactory results for some mapping applications. To contribute to the development of light, low-cost PMTS and potential applications of these off-the-shelf sensors for forest mapping, this paper presents a low-cost PMTS approach comprising an omnidirectional camera with off-the-shelf navigation systems and its evaluation in a forest environment. Experimental assessments showed that the integrated sensor orientation approach using navigation data as the initial information can increase the trajectory accuracy, especially in covered areas. The point cloud generated with the PMTS data had accuracy consistent with the Ground Sample Distance (GSD) range of omnidirectional images (3.5-7 cm). These results are consistent with those obtained for other PMTS approaches.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Academy of FinlandCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)São Paulo State University (UNESP)Remote Sensing and Photogrammetry Finnish Geospatial Research Institute FGI, Geodeetinrinne 2Department of Geography and Geology University of TurkuSão Paulo State University (UNESP)FAPESP: 2013/50426-4Academy of Finland: 273806CAPES: 88881.135114/2016-01Universidade Estadual Paulista (Unesp)Finnish Geospatial Research Institute FGIUniversity of TurkuCampos, Mariana Batista [UNESP]Tommaselli, Antonio Maria Garcia [UNESP]Honkavaara, EijaProl, Fabricio dos Santos [UNESP]Kaartinen, HarriEl Issaoui, AimadHakala, Teemu2018-12-11T17:36:16Z2018-12-11T17:36:16Z2018-03-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.3390/s18030827Sensors (Switzerland), v. 18, n. 3, 2018.1424-8220http://hdl.handle.net/11449/17966710.3390/s180308272-s2.0-850435775002-s2.0-85043577500.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengSensors (Switzerland)0,584info:eu-repo/semantics/openAccess2024-06-18T15:01:26Zoai:repositorio.unesp.br:11449/179667Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-06-18T15:01:26Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
title A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
spellingShingle A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
Campos, Mariana Batista [UNESP]
Forest mapping
Low-cost sensors
Omnidirectional cameras
Personal mobile terrestrial system
PMTS data quality
title_short A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
title_full A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
title_fullStr A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
title_full_unstemmed A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
title_sort A backpack-mounted omnidirectional camera with off-the-shelf navigation sensors for mobile terrestrial mapping: Development and forest application
author Campos, Mariana Batista [UNESP]
author_facet Campos, Mariana Batista [UNESP]
Tommaselli, Antonio Maria Garcia [UNESP]
Honkavaara, Eija
Prol, Fabricio dos Santos [UNESP]
Kaartinen, Harri
El Issaoui, Aimad
Hakala, Teemu
author_role author
author2 Tommaselli, Antonio Maria Garcia [UNESP]
Honkavaara, Eija
Prol, Fabricio dos Santos [UNESP]
Kaartinen, Harri
El Issaoui, Aimad
Hakala, Teemu
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Finnish Geospatial Research Institute FGI
University of Turku
dc.contributor.author.fl_str_mv Campos, Mariana Batista [UNESP]
Tommaselli, Antonio Maria Garcia [UNESP]
Honkavaara, Eija
Prol, Fabricio dos Santos [UNESP]
Kaartinen, Harri
El Issaoui, Aimad
Hakala, Teemu
dc.subject.por.fl_str_mv Forest mapping
Low-cost sensors
Omnidirectional cameras
Personal mobile terrestrial system
PMTS data quality
topic Forest mapping
Low-cost sensors
Omnidirectional cameras
Personal mobile terrestrial system
PMTS data quality
description The use of Personal Mobile Terrestrial System (PMTS) has increased considerably for mobile mapping applications because these systems offer dynamic data acquisition with ground perspective in places where the use of wheeled platforms is unfeasible, such as forests and indoor buildings. PMTS has become more popular with emerging technologies, such as miniaturized navigation sensors and off-the-shelf omnidirectional cameras, which enable low-cost mobile mapping approaches. However, most of these sensors have not been developed for high-accuracy metric purposes and therefore require rigorous methods of data acquisition and data processing to obtain satisfactory results for some mapping applications. To contribute to the development of light, low-cost PMTS and potential applications of these off-the-shelf sensors for forest mapping, this paper presents a low-cost PMTS approach comprising an omnidirectional camera with off-the-shelf navigation systems and its evaluation in a forest environment. Experimental assessments showed that the integrated sensor orientation approach using navigation data as the initial information can increase the trajectory accuracy, especially in covered areas. The point cloud generated with the PMTS data had accuracy consistent with the Ground Sample Distance (GSD) range of omnidirectional images (3.5-7 cm). These results are consistent with those obtained for other PMTS approaches.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-11T17:36:16Z
2018-12-11T17:36:16Z
2018-03-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/s18030827
Sensors (Switzerland), v. 18, n. 3, 2018.
1424-8220
http://hdl.handle.net/11449/179667
10.3390/s18030827
2-s2.0-85043577500
2-s2.0-85043577500.pdf
url http://dx.doi.org/10.3390/s18030827
http://hdl.handle.net/11449/179667
identifier_str_mv Sensors (Switzerland), v. 18, n. 3, 2018.
1424-8220
10.3390/s18030827
2-s2.0-85043577500
2-s2.0-85043577500.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Sensors (Switzerland)
0,584
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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