Reproducibility of UAV-based earth topography reconstructions based on Structure-from-Motion algorithms

Combination of UAV-based aerial pictures and Structure-from-Motion (SfM) algorithm provides an efficient, low-cost and rapid framework for remote sensing and monitoring of dynamic natural environments. This methodology is particularly suitable for repeated topographic surveys in remote or poorly acc...

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Bibliographic Details
Published in:Geomorphology (Amsterdam, Netherlands) Netherlands), 2016-05, Vol.260, p.4-15
Main Authors: Clapuyt, Francois, Vanacker, Veerle, Van Oost, Kristof
Format: Article
Language:English
Subjects:
3D point cloud
Accuracy
Algorithms
Cameras
Digital surface model
Ground based control
Methodology
Precision
Reconstruction
Reproducibility
Structure-from-Motion
Topography
Unmanned aerial vehicle
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Summary:Combination of UAV-based aerial pictures and Structure-from-Motion (SfM) algorithm provides an efficient, low-cost and rapid framework for remote sensing and monitoring of dynamic natural environments. This methodology is particularly suitable for repeated topographic surveys in remote or poorly accessible areas. However, temporal analysis of landform topography requires high accuracy of measurements and reproducibility of the methodology as differencing of digital surface models leads to error propagation. In order to assess the repeatability of the SfM technique, we surveyed a study area characterized by gentle topography with an UAV platform equipped with a standard reflex camera, and varied the focal length of the camera and location of georeferencing targets between flights. Comparison of different SfM-derived topography datasets shows that precision of measurements is in the order of centimetres for identical replications which highlights the excellent performance of the SfM workflow, all parameters being equal. The precision is one order of magnitude higher for 3D topographic reconstructions involving independent sets of ground control points, which results from the fact that the accuracy of the localisation of ground control points strongly propagates into final results. •We assess the reproducibility of DSM reconstructions that are based on UAV-SfM techniques.•Centimetre-level precision is obtained for identical replications of aerial photographs.•Precision of 3D reconstructions is controlled by the GNSS used for georeferencing.
ISSN:0169-555X
1872-695X
DOI:10.1016/j.geomorph.2015.05.011