BARE-EARTH EXTRACTION AND DTM GENERATION FROM PHOTOGRAMMETRIC POINT CLOUDS WITH A PARTIAL USE OF AN EXISTING LOWER RESOLUTION DTM

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

M. Debella-Gilo¹ 

[1] Geomatics Department, Norwegian Institute of Bioeconomy Research (NIBIO), 1431 Ås, Norway

关键词: Photogrammetry;    Point cloud;    DSM;    DTM;    Ground filtering;    Image matching;   

DOI  :  10.5194/isprs-archives-XLI-B3-201-2016

学科分类：地球科学(综合)

来源: Copernicus Publications

【 摘 要 】

A method of extracting bare-earth points from photogrammetric point clouds by partially using an existing lower resolution digital terrain model (DTM) is presented. The bare-earth points are extracted based on a threshold defined by local slope. The local slope is estimated from the lower resolution DTM. A gridded DTM is then interpolated from the extracted bare-earth points. Five different interpolation algorithms are implemented and evaluated to identify the most suitable interpolation method for such non-uniformly scattered data. The algorithm is tested on four test sites with varying topographic and ground cover characteristics. The results are evaluated against a reference DTM created using aerial laser scanning. The deviations of the extracted bare-earth points, and the interpolated DTM, from the reference DTM increases with increasing forest canopy density and terrain roughness. The DTM created by the method is significantly closer to the reference DTM than the lower resolution national DTM. The ANUDEM (Australian National University Digital Elevation Modelling) interpolation method is found to be the best performing interpolation method in terms of reducing the deviations and in terms of modelling the terrain realistically with minimum artefacts, although the differences among the interpolation methods are not considerably large.

【 授权许可】

CC BY