Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR

Bibliographic Details
Main Author: Riveiro, Belén
Publication Date: 2016
Other Authors: Lourenço, Paulo B., Oliveira, Daniel V., González-Jorge, Higinio, Arias, Pedro
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/44927
Summary: This article presents a novel segmentation algorithm that allows the automatic segmentation of masonry blocks from a 3D point cloud acquired with LiDAR technology, for both stationary and mobile devices. The point cloud segmentation algorithm is based on a 2.5D approach that creates images based on the intensity attribute of LiDAR systems. Image processing algorithms based on an improvement of the marked-controlled watershed was successfully used to produce the automatic segmentation of the point cloud in the 3D space isolating each individual stone block. Finally, morphologic analysis in two case studies has been carried out. The morphologic analysis provides information about the assemblage of masonry pieces which is valuable for the structural evaluation of masonry buildings.
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spelling Automatic morphologic analysis of quasi-periodic masonry walls from LiDAREngenharia e Tecnologia::Engenharia CivilScience & TechnologyThis article presents a novel segmentation algorithm that allows the automatic segmentation of masonry blocks from a 3D point cloud acquired with LiDAR technology, for both stationary and mobile devices. The point cloud segmentation algorithm is based on a 2.5D approach that creates images based on the intensity attribute of LiDAR systems. Image processing algorithms based on an improvement of the marked-controlled watershed was successfully used to produce the automatic segmentation of the point cloud in the 3D space isolating each individual stone block. Finally, morphologic analysis in two case studies has been carried out. The morphologic analysis provides information about the assemblage of masonry pieces which is valuable for the structural evaluation of masonry buildings.This work has been partially supported by the Spanish Ministry of Economy and Competitiveness (Ref.: TIN201346801-C4-4-R) and by Xunta de Galicia (Grant No. CN2012/269 and Grant No. EM2013/005). Authors want to give thanks to the reviewers for their constructive comments that contributed to improve both the method and the presentation of results.WileyUniversidade do MinhoRiveiro, BelénLourenço, Paulo B.Oliveira, Daniel V.González-Jorge, HiginioArias, Pedro20162016-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/44927engRiveiro, B., Lourenco, P. B., Oliveira, D. V., Gonzalez-Jorge, H., & Arias, P. (2016). Automatic Morphologic Analysis of Quasi-Periodic Masonry Walls from LiDAR. Computer-Aided Civil and Infrastructure Engineering, 31(4), 305-319. doi: 10.1111/mice.121451093-96871467-866710.1111/mice.12145info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T05:49:23Zoai:repositorium.sdum.uminho.pt:1822/44927Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T15:31:23.150445Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
title Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
spellingShingle Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
Riveiro, Belén
Engenharia e Tecnologia::Engenharia Civil
Science & Technology
title_short Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
title_full Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
title_fullStr Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
title_full_unstemmed Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
title_sort Automatic morphologic analysis of quasi-periodic masonry walls from LiDAR
author Riveiro, Belén
author_facet Riveiro, Belén
Lourenço, Paulo B.
Oliveira, Daniel V.
González-Jorge, Higinio
Arias, Pedro
author_role author
author2 Lourenço, Paulo B.
Oliveira, Daniel V.
González-Jorge, Higinio
Arias, Pedro
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Riveiro, Belén
Lourenço, Paulo B.
Oliveira, Daniel V.
González-Jorge, Higinio
Arias, Pedro
dc.subject.por.fl_str_mv Engenharia e Tecnologia::Engenharia Civil
Science & Technology
topic Engenharia e Tecnologia::Engenharia Civil
Science & Technology
description This article presents a novel segmentation algorithm that allows the automatic segmentation of masonry blocks from a 3D point cloud acquired with LiDAR technology, for both stationary and mobile devices. The point cloud segmentation algorithm is based on a 2.5D approach that creates images based on the intensity attribute of LiDAR systems. Image processing algorithms based on an improvement of the marked-controlled watershed was successfully used to produce the automatic segmentation of the point cloud in the 3D space isolating each individual stone block. Finally, morphologic analysis in two case studies has been carried out. The morphologic analysis provides information about the assemblage of masonry pieces which is valuable for the structural evaluation of masonry buildings.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-01-01T00:00:00Z
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://hdl.handle.net/1822/44927
url http://hdl.handle.net/1822/44927
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Riveiro, B., Lourenco, P. B., Oliveira, D. V., Gonzalez-Jorge, H., & Arias, P. (2016). Automatic Morphologic Analysis of Quasi-Periodic Masonry Walls from LiDAR. Computer-Aided Civil and Infrastructure Engineering, 31(4), 305-319. doi: 10.1111/mice.12145
1093-9687
1467-8667
10.1111/mice.12145
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.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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