Reviewed Conference Papers
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(2021): Building Change Detection of Airborne Laser Scanning and Dense Image Matching Point Clouds using Height and Class Information, AGILE GIScience Ser., 2, 10
DOI: https://doi.org/10.5194/agile-giss-2-10-2021 -
(2020): Geometry-based Point Cloud Classification Using Height Distributions, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 259–266.
DOI: 10.5194/isprs-annals-V-2-2020-259-2020
Conference Papers
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(2022): BUILDING CHANGE DETECTION IN AIRBORNE LASER SCANNING AND DENSE IMAGE MATCHING POINT CLOUDS USING A RESIDUAL NEURAL NETWORK, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 625–632
DOI: https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-625-2022 -
(2019): JOINT CLASSIFICATION OF ALS AND DIM POINT CLOUDS, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2/W13, 1113-1120
DOI: 10.5194/isprs-archives-XLII-2-W13-1113-2019 -
(2018): Exploring ALS and DIM data for semantic segmentation using CNNs, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 347-354
DOI: 10.5194/isprs-archives-XLII-1-347-2018 -
(2018): Classification of Laser Scanning Data Using Deep Learning , 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung, München – Publikationen der DGPF, Band 27, 2018 | File |
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(2018): Generalisierung mittels Deep Learning (CNN) am Beispiel der Straßenextraktion aus GPS-Trajektorien , 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung, München – Publikationen der DGPF, Band 27, 2018 | File |