Bettina Knorr
Phone: +49 (0) 6221 54-5560
Fax: +49 (0) 6221 54-4529
Postal Address
Heidelberg University
Prof. Bernhard Höfle
Institute of Geography
Im Neuenheimer Feld 368
69210 Heidelberg

3D Geospatial Data Processing Group


3D Geospatial Data Processing (3DGeo) Research Group

3DGeo-Logo       IWR – Interdisciplinary Center for Scientific Computing       HCE – Heidelberg Center for the Environment

We investigate the extraction of geoinformation from 3D/4D geodata (predominantly point clouds), which were acquired with cutting-edge Earth observation technology (e.g. 3D laser scanning, photogrammetry and SAR). Emphasis is put on the exploitation of multitemporal geographic 3D data, which enables near real-time 3D/4D mapping and observation. A major focus lies on the development of computational methods for 3D/4D geospatial data processing and analysis by making use of the full sensor data streams (e.g. LiDAR backscatter). It is aimed at increasing the understanding of geographical phenomena. Our methods and tools are applied to multi- and interdisciplinary research questions in the broad field of Digital and Computational Environmental Sciences. This covers landscapes dominated by physical processes (e.g. geomorphology), man-made landscapes (e.g. renewable energies) and strong human-environmental interactions (e.g. agriculture, natural hazards, health and geoarchaeology). Our research sites are spread all over the world: we perform in-situ measurements, program in the lab and simulate Earth observation in virtual environments.

Please check our recent publications, latest talks and running research projects for further details. If you are interested in joining the 3DGeo Group as a student assistant, intern, PhD student or senior researcher, please check our latest job postings.

Latest News (RSS Feed)
24.10.2019 10:15
PermaSAR project concluded with publication of final report

With the publication of the final report, the PermaSAR project is concluded. In the blink of an eye regarding timescales of permafrost monitoring, research within the project period covered diverse methods and analyses around the topic of permafrost and related thaw subsidence in Arctic tundra landscapes. The report (in German) provides all details on the work [...]

16.10.2019 10:11
40. Wissenschaftlich-Technische Jahrestagung der Deutschen Gesellschaft für Photogrammetrie, Fernerkun­dung und Geoinformation (DGPF)

Die Anmeldung für die DGPF-Jahrestagung 2020, 4.-6. März 2020 in Stuttgart, ist ab sofort hier möglich: https://www.conftool.net/dgpf2020/index.php?page=login Gruppen von Studis ab 10 Personen bekommen einen Sondertarif! Deadline für die Einreichung von Beiträgen ist am 31. Oktober 2019 - also bald. Wir würden uns über spannende Beiträge im Bereich der Geoinformatik für die Sitzung des AK Geoinformatik::Methodik freuen.

02.10.2019 20:00
Using OSM data to generate scenes for LiDAR simulations in HELIOS

A new tutorial for the 3DGeo’s LiDAR simulation software HELIOS has been posted to the repository’s wiki page. It shows a simple way to generate scenes of real landscapes including building and vegetation models as well as terrain from NASA JPL’s SRTM data. When applied to OSM data in the city of Vienna, the obtained 3D [...]

02.10.2019 09:30
Classification of 3D ALS Point Clouds using End-To-End Deep Learning

In a new publication, we show how deep neural networks can be used in an end-to-end manner for the classification of 3D point clouds from airborne laser scan data. The research, based on the award-winning diploma thesis of Lukas Winiwarter at TU Wien, has now been published in “PFG - Photogrammetrie, Fernerkundung, Geoinformation“, the Journal [...]

25.09.2019 16:30
Follow-up BMBF/MOST project “ER3DS” meeting at National Cheng Kung University in Taiwan

Within the BMBF-funded project ER3DS (Emission Reduction in Smart Cities Using 3D Spatial Sensing and Analysis) a second workshop and exchange visit was organized and hosted by the National Cheng Kung University (NCKU) in Tainan, Taiwan, from 16 September to 19 September 2019. The first day included two lectures at the Dept. of Geomatics (Prof. Wang), [...]

09.09.2019 14:15
Call for papers for DGPF Annual Conference 2020 in Stuttgart (Deadline 31 Oct 2019)

We would like to invite you to contribute actively to the DGPF Annual Conference 2020 (Jahrestagung) in Stuttgart. Deadline for abstract submissions (500-1500 words) is 31 October 2019. Our Working Group for Geoinformatics is looking forward to recent research and workbench insights covering the full range of methods in geoinformatics. Go for it and submit your [...]

18.08.2019 18:30
High-frequency and high-resolution monitoring of rock glacier dynamics

How do the dynamics of surface change on a rock glacier look like over an entire summer season? And how is rockfall activity and storage and talus supply from the headwall of a rock glacier related to patterns of its movement? These and other questions are currently investigated within the AHK-4D and Geomorph4D projects of the 3DGeo [...]

13.07.2019 09:52
Multi‐temporal 3D point cloud‐based quantification and analysis of geomorphological activity at an alpine rock glacier using airborne and terrestrial LiDAR

Change analysis of rock glaciers is crucial to analyzing the adaptation of surface and subsurface processes to changing environmental conditions at different timescales because rock glaciers are considered as potentially unstable slopes and solid water reservoirs. To quantify surface change in complex surface topographies with varying surface orientation and roughness, [...]

03.07.2019 22:53
AGEO Award 2019 at AGIT in Salzburg: Third place for Lukas Winiwarter

3DGeo group member Lukas Winiwarter was awarded the third place of this year’s AGEO award at the AGIT2019 in Salzburg for his diploma thesis on “Classification of 3D Point Clouds using Deep Neural Networks”. It was carried out at TU Wien under the supervision of Dr. Gottfried Mandlburger and Prof. Dr. Norbert Pfeifer, and has [...]

26.06.2019 17:55
Colloquium on image processing for geomorphological and hydrological monitoring

We cordially invite everybody interested to our next open GIScience colloquium talk! The speaker is Dr. Anette Eltner TU Dresden, Institute of Photogrammetry und Remote Sensing When: Monday 01.07.2019, 2:15 pm Where: INF 348, room 015 (Institute of Geography, Heidelberg University) Image processing for geomorphological and hydrological monitoring The potential of images to answer research questions in geosciences is vast. Earth observation [...]

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