Statistical evaluation of the B-Splines approximation of 3D point clouds

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Original languageGerman
Title of host publicationFIG Congress 2018
Subtitle of host publicationEmbracing our smart world where the continents connect: enhancing the geospatial maturity of societies
Place of PublicationIstanbul
Publication statusPublished - 2018

Abstract

Terrestrial laser scanning (TLS) has proved to be a suitable technique for geodetic monitoring of infrastructure buildings such as bridges as it allows to determine object changes and deformations rapidly with high precision as well as high spatio-temporal resolution. In addition, this monitoring includes the evaluation of their life cycle and the developing of concepts to increase their expected life time. In an interdisciplinary project, which is being conducted with partners from industry and research, an historic masonry arch bridge over the river Aller near Verden (Lower Saxony, Germany) has been investigated. Besides different other sensors, a terrestrial laser scanner was used to measure the vertical deflection of the bridge construction under different load scenarios. The resulting 3D point clouds have been spatially approximated using approaches of free-form curves and surfaces, based on B-Splines. The selection of the degree of the basis functions and of the number of control points has a considerable and crucial effect on the estimating results of the B-Splines. To assess the statistical significance of the differences displayed by the estimates for different model choices, two non-nested model selection testsas well as information criteria will be adopted and applied.

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Statistical evaluation of the B-Splines approximation of 3D point clouds. / Alkhatib, Hamza; Kargoll, Boris; Bureick, Johannes et al.
FIG Congress 2018: Embracing our smart world where the continents connect: enhancing the geospatial maturity of societies. Istanbul, 2018.

Research output: Chapter in book/report/conference proceedingConference contributionResearch

Alkhatib, H, Kargoll, B, Bureick, J & Paffenholz, J-A 2018, Statistical evaluation of the B-Splines approximation of 3D point clouds. in FIG Congress 2018: Embracing our smart world where the continents connect: enhancing the geospatial maturity of societies. Istanbul.
Alkhatib, H., Kargoll, B., Bureick, J., & Paffenholz, J-A. (2018). Statistical evaluation of the B-Splines approximation of 3D point clouds. In FIG Congress 2018: Embracing our smart world where the continents connect: enhancing the geospatial maturity of societies
Alkhatib H, Kargoll B, Bureick J, Paffenholz J-A. Statistical evaluation of the B-Splines approximation of 3D point clouds. In FIG Congress 2018: Embracing our smart world where the continents connect: enhancing the geospatial maturity of societies. Istanbul. 2018
Alkhatib, Hamza ; Kargoll, Boris ; Bureick, Johannes et al. / Statistical evaluation of the B-Splines approximation of 3D point clouds. FIG Congress 2018: Embracing our smart world where the continents connect: enhancing the geospatial maturity of societies. Istanbul, 2018.
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title = "Statistical evaluation of the B-Splines approximation of 3D point clouds",
abstract = "Terrestrial laser scanning (TLS) has proved to be a suitable technique for geodetic monitoring of infrastructure buildings such as bridges as it allows to determine object changes and deformations rapidly with high precision as well as high spatio-temporal resolution. In addition, this monitoring includes the evaluation of their life cycle and the developing of concepts to increase their expected life time. In an interdisciplinary project, which is being conducted with partners from industry and research, an historic masonry arch bridge over the river Aller near Verden (Lower Saxony, Germany) has been investigated. Besides different other sensors, a terrestrial laser scanner was used to measure the vertical deflection of the bridge construction under different load scenarios. The resulting 3D point clouds have been spatially approximated using approaches of free-form curves and surfaces, based on B-Splines. The selection of the degree of the basis functions and of the number of control points has a considerable and crucial effect on the estimating results of the B-Splines. To assess the statistical significance of the differences displayed by the estimates for different model choices, two non-nested model selection testsas well as information criteria will be adopted and applied.",
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T1 - Statistical evaluation of the B-Splines approximation of 3D point clouds

AU - Alkhatib, Hamza

AU - Kargoll, Boris

AU - Bureick, Johannes

AU - Paffenholz, Jens-André

PY - 2018

Y1 - 2018

N2 - Terrestrial laser scanning (TLS) has proved to be a suitable technique for geodetic monitoring of infrastructure buildings such as bridges as it allows to determine object changes and deformations rapidly with high precision as well as high spatio-temporal resolution. In addition, this monitoring includes the evaluation of their life cycle and the developing of concepts to increase their expected life time. In an interdisciplinary project, which is being conducted with partners from industry and research, an historic masonry arch bridge over the river Aller near Verden (Lower Saxony, Germany) has been investigated. Besides different other sensors, a terrestrial laser scanner was used to measure the vertical deflection of the bridge construction under different load scenarios. The resulting 3D point clouds have been spatially approximated using approaches of free-form curves and surfaces, based on B-Splines. The selection of the degree of the basis functions and of the number of control points has a considerable and crucial effect on the estimating results of the B-Splines. To assess the statistical significance of the differences displayed by the estimates for different model choices, two non-nested model selection testsas well as information criteria will be adopted and applied.

AB - Terrestrial laser scanning (TLS) has proved to be a suitable technique for geodetic monitoring of infrastructure buildings such as bridges as it allows to determine object changes and deformations rapidly with high precision as well as high spatio-temporal resolution. In addition, this monitoring includes the evaluation of their life cycle and the developing of concepts to increase their expected life time. In an interdisciplinary project, which is being conducted with partners from industry and research, an historic masonry arch bridge over the river Aller near Verden (Lower Saxony, Germany) has been investigated. Besides different other sensors, a terrestrial laser scanner was used to measure the vertical deflection of the bridge construction under different load scenarios. The resulting 3D point clouds have been spatially approximated using approaches of free-form curves and surfaces, based on B-Splines. The selection of the degree of the basis functions and of the number of control points has a considerable and crucial effect on the estimating results of the B-Splines. To assess the statistical significance of the differences displayed by the estimates for different model choices, two non-nested model selection testsas well as information criteria will be adopted and applied.

M3 - Aufsatz in Konferenzband

BT - FIG Congress 2018

CY - Istanbul

ER -

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