Peer-Reviewed Literature
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(2020): Geometry-based Point Cloud Classification using Height Distributions, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. V-2-2020, S. 259–266
DOI: 10.5194/isprs-annals-V-2-2020-259-2020
Non Peer-Reviewed Literature
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(2019): Joint Classification of ALS and DIM Point Clouds, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLII-2/W13, S. 1113–1120
DOI: 10.5194/isprs-archives-XLII-2-W13-1113-2019 -
(2018): Exploring ALS and DIM data for semantic segmentation using CNNs, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLII-1, S. 347–354
DOI: 10.5194/isprs-archives-XLII-1-347-2018 -
(2018): Classification of laser scanning data using deep learning, 38th Scientific Technical Annual Meeting of the German Society for Photogrammetry, Remote Sensing and Geoinformation. Bd. 27
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(2018): Generalisierung mittels Deep Learning (CNN) am Beispiel der Straßenextraktion aus GPS-Trajektorien, 38th Scientific Technical Annual Meeting of the German Society for Photogrammetry, Remote Sensing and Geoinformation. Bd. 27.