posted on 2015-08-17, 13:32authored byNatan Micheletti, Jim Chandler, Stuart N. Lane
We test the acquisition of high-resolution topographic and terrain data using hand-held smartphone technology,
where the acquired images can be processed using technology freely available to the research community. This is achieved by
evaluating the quality of digital terrain models (DTM) of a river bank and an Alpine alluvial fan generated with a fully automated,
free-to-use, structure-from-motion package and a smartphone integrated camera (5 megapixels) with terrestrial laser scanning (TLS)
data used to provide a benchmark. To evaluate this approach a 16.2-megapixel digital camera and an established, commercial,
close-range and semi-automated software are also employed, and the product of the four combinations of the two types of cameras
and software are compared. Results for the river bank survey demonstrate that centimetre-precision DTMs can be achieved at
close range (10 m or less), using a smartphone camera and a fully automated package. Results improve to sub-centimetre precision
with either higher-resolution images or by applying specific post-processing techniques to the smartphone DTMs. Application to
an entire Alpine alluvial fan system shows the degradation of precision scales linearly with image scale, but that (i) the expected
level of precision remains and (ii) difficulties in separating vegetation and sediment cover within the results are similar to those
typically found when using other photo-based techniques and laser scanning systems.
Funding
This study was partially funded by the Herbette
Foundation of the University of Lausanne, Switzerland, and by
the Swiss Geomorphological Society (www.geomorphology.ch).
History
School
Architecture, Building and Civil Engineering
Published in
EARTH SURFACE PROCESSES AND LANDFORMS
Volume
40
Issue
4
Pages
473 - 486 (14)
Citation
MICHELETTI, N., CHANDLER, J.H. and LANE, S.N., 2015. Investigating the geomorphological potential of freely available and accessible structure-from-motion photogrammetry using a smartphone. Earth Surface Processes and Landforms, 40 (4), pp. 473 - 486.
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/
Publication date
2015
Notes
This is the peer reviewed version of the following article: MICHELETTI, N., CHANDLER, J.H. and LANE, S.N., 2015. Investigating the geomorphological potential of freely available and accessible structure-from-motion photogrammetry using a smartphone. Earth Surface Processes and Landforms, 40 (4), pp. 473 - 486, which has been published in final form at http://dx.doi.org/10.1002/esp.3648. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.