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Daily Archive for October 2nd, 2019

Using OSM data to generate scenes for LiDAR simulations in HELIOS

Posted in 3D, Digital Earth, Lidar Group, OSM, Publications, Research, Software on Oct 2nd, 2019

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 [...]

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Classification of 3D ALS Point Clouds using End-To-End Deep Learning

Posted in 3D, Lidar Group, Publications, Research on Oct 2nd, 2019

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 [...]

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