ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-3/W4, 165-172, 2015
http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/II-3-W4/165/2015/
doi:10.5194/isprsannals-II-3-W4-165-2015
© Author(s) 2015. This work is distributed
under the Creative Commons Attribution 3.0 License.
 
11 Mar 2015
ADVANCED DTM GENERATION FROM VERY HIGH RESOLUTION SATELLITE STEREO IMAGES
R. Perko, H. Raggam, K. H. Gutjahr, and M. Schardt JOANNEUM RESEARCH Forschungsgesellschaft mbH, DIGITAL - Institute for Information and Communication Technologies Remote Sensing and Geoinformation, Steyrergasse 17, 8010 Graz, Austria
Keywords: digital surface model, digital terrain model, DTM generation, LiDAR, Pléiades Abstract. This work proposes a simple filtering approach that can be applied to digital surface models in order to extract digital terrain models. The method focusses on robustness and computational efficiency and is in particular tailored to filter DSMs that are extracted from satellite stereo images. It represents an evolution of an existing DTM generation method and includes distinct advancement through the integration of multi-directional processing as well as slope dependent filtering, thus denoted “MSD filtering”. The DTM generation workflow is fully automatic and requires no user interaction. Exemplary results are presented for a DSM generated from a Pléiades tri-stereo image data set. Qualitative and quantitative evaluations with respect to highly accurate reference LiDAR data confirm the effectiveness of the proposed algorithm.
Conference paper (PDF, 3856 KB)


Citation: Perko, R., Raggam, H., Gutjahr, K. H., and Schardt, M.: ADVANCED DTM GENERATION FROM VERY HIGH RESOLUTION SATELLITE STEREO IMAGES, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-3/W4, 165-172, doi:10.5194/isprsannals-II-3-W4-165-2015, 2015.

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