Winiwarter, Lukas Dipl.-Ing.; Dr. rer. nat.Universität HeidelbergHeidelberg
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Publications in heiBIB 
- Puliti, Stefano: Benchmarking tree species classification from proximally-sensed laser scanning data : introducing the FOR-species20K dataset / Stefano Puliti, Emily R. Lines, Jana Müllerová, Julian Frey, Zoe Schindler, Adrian Straker, Matthew … , 12 Aug 2024. - 24 S.
In: Arxiv. (2024), Artikel-ID 2408.06507, Seite 1-24
DOI: 10.48550/arXiv.2408.06507
- Esmorís Pena, Alberto M.: Deep learning with simulated laser scanning data for 3D point cloud classification / Alberto M. Esmorís, Hannah Weiser, Lukas Winiwarter, Jose C. Cabaleiro, Bernhard Höfle, 13 July 2024. - 22 S.
In: ISPRS open journal of photogrammetry and remote sensing, ISSN 2667-3932. 215(2024), Seite 192-213
DOI: 10.1016/j.isprsjprs.2024.06.018
- Esmorís Pena, Alberto M.: Deep learning with simulated laser scanning data for 3D point cloud classification / Alberto M. Esmorís, Hannah Weiser, Lukas Winiwarter, Jose C. Cabaleiro, Bernhard Höfle. - Version 2, 2024-01-16. - 40 S.
In: EarthArXiv. (2024), Seite 1-40
DOI: 10.31223/X53Q3Q
- Höfle, Bernhard: Machine-learning based 3D point cloud classification and multitemporal change analysis with simulated laser scanning data using open source scientific software / Bernhard Höfle, Ronald Tabernig, Vivien Zahs, Alberto M. Esmorís Pena, Lukas Winiwarter, and Hannah … , 08 Mar 2024. - 2 S.
In: EGU General Assembly 2024. (2024), Abstract EGU24-1261, Seite 1-2
DOI: 10.5194/egusphere-egu24-1261
- Weiser, Hannah: Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation / Hannah Weiser, Veit Ulrich, Lukas Winiwarter, Alberto M. Esmorís, Bernhard Höfle. -
Heidelberg: Universität, 2024-01-18. - 1 Online-Ressource (12 Files)
DOI: 10.11588/data/UUMEDI
- Schäfer, Jannika: Assessing the potential of synthetic and ex situ airborne laser scanning and ground plot data to train forest biomass models / Jannika Schäfer, Lukas Winiwarter, Hannah Weiser, Jan Novotný, Bernhard Höfle, Sebastian Schmidtlein… . - Online veröffentlicht: 4. Dezember 2023, Oktober 2024. - 19 S. : Illustrationen
In: Forestry, ISSN 1464-3626. 97(2023), 4 vom: Okt., Seite 512-530
DOI: 10.1093/forestry/cpad061
- Winiwarter, Lukas: Full four-dimensional change analysis of topographic point cloud time series using Kalman filtering / Lukas Winiwarter, Katharina Anders, Daniel Czerwonka-Schröder, and Bernhard Höfle, 18 Jul 2023. - 21 S. : Illustrationen
In: Earth surface dynamics, ISSN 2196-632X. 11(2023), 4, Seite 593-613
DOI: 10.5194/esurf-11-593-2023
- Schäfer, Jannika: Potential and limitations of simulated airborne laser scanning data for forest biomass estimation / Jannika Schäfer, Lukas Winiwarter, Hannah Weiser, Jan Novotný, Bernhard Höfle, Sebastian Schmidtlein… , 2023. - 1 S.
In: SilviLaser 2023. (2023), Seite 1
- Schäfer, Jannika: Generating synthetic laser scanning data of forests by combining forest inventory information, a tree point cloud database and an open-source laser scanning simulator / Jannika Schäfer, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, Sebastian Schmidtlein and Fabian E… , December 2023. - 19 S. : Illustrationen
In: Forestry, ISSN 1464-3626. 96(2023), 5 vom: Dez., Seite 653-671
DOI: 10.1093/forestry/cpad006
- Winiwarter, Lukas: UAV laser scanning and terrestrial laser scanning point clouds of snow-on and snow-off conditions of a forest plot in the black forest at Hundseck, Baden-Württemberg, Germany [data] / Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle. -
Heidelberg: Universität, 2023-02-01. - 1 Online-Ressource (8 Files)
DOI: 10.11588/data/UCPTP1
- Winiwarter, Lukas: Full 4D change analysis of topographic point cloud time series using Kalman filtering / Lukas Winiwarter, Katharina Anders, Daniel Schröder, and Bernhard Höfle, 18. Juli 2023. - 21 S.
In: Earth surface dynamics discussions, ISSN 2196-6338. 11(2023), 4, Seite 593-613
DOI: 10.5194/esurf-2021-103
- Anders, Katharina: 4D-Änderungsobjekte zur automatischen Extraktion räumlich und zeitlich variabler Oberflächenänderungen aus kontinuierlichen 3D-Zeitserien natürlicher Szenen / Katharina Anders, Lukas Winiwarter, Daan Hulskemper, Bernhard Höfle. -
Heidelberg: 3DGEO, Oktober 2022. - 1 Poster
DOI: 10.13140/RG.2.2.32594.22720
- Winiwarter, Lukas: Reducing uncertainty in the analysis of 4D topographic point clouds acquired by terrestrial laser scanning / vorgelegt von Dipl.-Ing. Lukas Winiwarter ; Gutachter:innen: Prof. Dr. Bernhard Höfle, Jun.-Prof. Dr… . -
Heidelberg, [2022?]. - x, 189 Seiten : Illustrationen, Diagramme
- Weiser, Hannah: UAV-photogrammetry, UAV laser scanning and terrestrial laser scanning point clouds of the inland dune in Sandhausen, Baden-Württemberg, Germany [dataset] / Hannah Weiser, Lukas Winiwarter, Vivien Zahs, Peter Weiser, Katharina Anders, Bernhard Höfle. -
Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022-07-06. - 1 Online-Ressource (14 data points)
DOI: 10.1594/PANGAEA.949228
- Esmorís Pena, Alberto M.: Virtual LiDAR simulation as a high performance computing challenge : toward HPC HELIOS++ / Alberto M. Esmorís, Miguel Yermo, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, and Francisco F. … , 30 September 2022. - 22 S.
In: IEEE access, ISSN 2169-3536. 10(2022), Seite 105052-105073
DOI: 10.1109/ACCESS.2022.3211072
- Weiser, Hannah: Terrestrial, UAV-borne, and airborne laser scanning point clouds of central European forest plots, Germany, with extracted individual trees and manual forest inventory measurements / Weiser, Hannah; Schäfer, Jannika; Winiwarter, Lukas; Krašovec, Nina; Seitz, Christian; Schimka, Mari… . -
Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022. - 1 Online-Ressource (12 data points)
DOI: 10.1594/PANGAEA.942856
- Weiser, Hannah: Airborne laser scanning (ALS) point clouds with full-waveform (FWF) data of central European forest plots, Germany / Weiser, Hannah; Winiwarter, Lukas; Schäfer, Jannika; Fassnacht, Fabian E; Höfle, Bernhard. -
Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022. - 1 Online-Ressource (12 data points)
DOI: 10.1594/PANGAEA.947038
- Anders, Katharina: Automatic extraction and characterization of natural surface changes from near-continuous 3D times series using 4D objects-by-change and Kalman filtering / Katharina Anders, Lukas Winiwarter, and Bernhard Höfle, 2022. - 2 S.
In: Abstracts & presentations. (2022), Artikel-ID EGU22-4225, Seite [1-2]
DOI: 10.5194/egusphere-egu22-4225
- Anders, Katharina: Integration of Kalman filtering of near-continuous surface change time series into the extraction of 4D objects-by-change / K. Anders, L. Winiwarter, D. Schröder, and B. Höfle, 30 May 2022. - 8 S.
In: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II. (2022), Seite 973-980
DOI: 10.5194/isprs-archives-XLIII-B2-2022-973-2022
- Searle, Mark: Simulation von Laserscanning mit AEOS, dem QGIS Plugin für HELIOS++ / Mark Searle, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, 2022. - 2 S.
In: FOSSGIS 2022 - Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme, Open Data und OpenStreetMap. (2022), Seite 203-204
- Weiser, Hannah: Laserscanning simulieren mit HELIOS++ : eine praktische Einführung / Hannah Weiser, Mark Searle, Lukas Winiwarter, Bernhard Höfle, 2022. - 2 S. : Illustrationen
In: FOSSGIS 2022 - Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme, Open Data und OpenStreetMap. (2022), Seite 175-176
- Winiwarter, Lukas: Virtual laser scanning of dynamic scenes created from real 4D topographic point cloud data / L. Winiwarter, K. Anders, D. Schröder and B. Höfle, 17 May 2022. - 8 S.
In: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II. (2022), Seite 79-86
DOI: 10.5194/isprs-annals-V-2-2022-79-2022
- Winiwarter, Lukas: Virtual laser scanning using HELIOS++ : applications in machine learning and forestry / Lukas Winiwarter, Alberto Manuel Esmorís Pena, Vivien Zahs, Hannah Weiser, Mark Searle, Katharina An… , 2022. - 2 S.
In: Abstracts & presentations. (2022), Artikel-ID EGU22-8671, Seite 1-2
DOI: 10.5194/egusphere-egu22-8671
- Zahs, Vivien: Evaluation of UAV-borne photogrammetry and UAV-borne laser scanning for 3D topographic change analysis of an active rock glacier / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Magnus Bremer, Martin Rutzinger, Markéta Potůčková,… , 2022. - 2 S.
In: Abstracts & presentations. (2022), Artikel-ID EGU22-2513, Seite 1-2
DOI: 10.5194/egusphere-egu22-2513
- Zahs, Vivien: Evaluation of UAV-borne photogrammetry and laser scanning for 3d topographic change analysis at an active rock glacier / V. Zahs, L. Winiwarter, K. Anders, M. Bremer, M. Rutzinger, M. Potůčková, B. Höfle, 30 May 2022. - 8 S.
In: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II. (2022), Seite 1109-1116
DOI: 10.5194/isprs-archives-XLIII-B2-2022-1109-2022
- Weiser, Hannah: Individual tree point clouds and tree measurements from multi-platform laser scanning in German forests / Hannah Weiser, Jannika Schäfer, Lukas Winiwarter, Nina Krašovec, Fabian E. Fassnacht, and Bernhard H… , 05 Jul 2022. - 23 S.
In: Earth system science data, ISSN 1866-3516. 14(2022), 7, Seite 2989-3012
DOI: 10.5194/essd-14-2989-2022
- Anders, Katharina: Improving change analysis from near-continuous 3D time series by considering full temporal information / Katharina Anders, Lukas Winiwarter, and Bernhard Höfle, March 4, 2022. - 5 S.
In: IEEE geoscience and remote sensing letters. 19(2022), Artikel-ID 3511105, Seite 1-5
DOI: 10.1109/LGRS.2022.3148920
- Winiwarter, Lukas: Virtual laser scanning with HELIOS++ : a novel take on ray tracing-based simulation of topographic full-waveform 3D laser scanning / Lukas Winiwarter, Alberto Manuel Esmorís Pena, Hannah Weiser, Katharina Anders, Jorge Martínez Sánch… , February 2022. - 18 S.
In: Remote sensing of environment, ISSN 1879-0704. 269(2022), Artikel-ID 112772, Seite 1-18
DOI: 10.1016/j.rse.2021.112772
- Zahs, Vivien: Correspondence-driven plane-based M3C2 for lower uncertainty in 3D topographic change quantification / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Jack G. Williams, Martin Rutzinger, Bernhard Höfle, 2022. - 19 S.
In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 183(2022), Seite 541-559
DOI: 10.1016/j.isprsjprs.2021.11.018
- Weiser, Hannah: Virtual laser scanning (VLS) in forestry : investigating appropriate 3D forest representations for LiDAR simulations with HELIOS++ / Hannah Weiser, Lukas Winiwarter, Jannika Schäfer, Fabian Ewald Fassnacht, Katharina Anders, Alberto … , 2021. - 2 S.
In: Abstracts & presentations. (2021), Artikel-ID EGU21-9178, Seite 1-2
DOI: 10.5194/egusphere-egu21-9178
- Faßnacht, Fabian Ewald: Presenting the GeForse approach to create synthetic LiDAR data from simulated forest stands to optimize forest inventories / Fabian E. Fassnacht, Jannika Schäfer, Hannah Weiser, Lukas Winiwarter, Nina Krašovec, Hooman Latifi,… , 2021. - 2 S.
In: Abstracts & presentations. (2021), Artikel-ID EGU21-9197, Seite 1-2
DOI: 10.5194/egusphere-egu21-9197
- Anders, Katharina: Influence of spatial and temporal resolution on time series-based coastal surface change analysis using hourly terrestrial laser scans / K. Anders, L. Winiwarter, H. Mara, R.C. Lindenbergh, S.E. Vos, B. Höfle, 17 Jun 2021. - 8 S.
In: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II. (2021), Seite 137-144
DOI: 10.5194/isprs-annals-V-2-2021-137-2021
- Weiser, Hannah: Opaque voxel-based tree models for virtual laser scanning in forestry applications [research data and source code] / Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle. -
Heidelberg: Universität, 2021-08-18. - 1 Online-Ressource (31 Files)
DOI: 10.11588/data/MZBO7T
- Anders, Katharina: Improving change analysis from near-continuous 3D time series by considering full temporal information [data and source code] / Katharina Anders, Lukas Winiwarter, Bernhard Höfle. -
Heidelberg: Universität, 2021-12-09. - 1 Online-Ressource (6 Files)
DOI: 10.11588/data/1L11SQ
- Zahs, Vivien: Correspondence-driven plane-based M3C2 for quantification of 3D topographic change with lower uncertainty [data and source code] / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Jack G. Williams, Martin Rutzinger, Magnus Bremer, … . -
Heidelberg: Universität, 2021-12-02. - 1 Online-Ressource (8 Files)
DOI: 10.11588/data/TGSVUI
- Weiser, Hannah: Opaque voxel-based tree models for virtual laser scanning in forestry applications / Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle, 20 August 2021. - 17 S.
In: Remote sensing of environment, ISSN 1879-0704. 265(2021) vom: Nov., Artikel-ID 112641, Seite 1-17
DOI: 10.1016/j.rse.2021.112641
- Winiwarter, Lukas: M3C2-EP : pushing the limits of 3D topographic point cloud change detection by error propagation / Lukas Winiwarter, Katharina Anders, Bernhard Höfle, 28 June 2021. - 19 S.
In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 178(2021) vom: Aug., Seite 240-258
DOI: 10.1016/j.isprsjprs.2021.06.011
- Anders, Katharina: Fully automatic spatiotemporal segmentation of 3D LiDAR time series for the extraction of natural surface changes / Katharina Anders, Lukas Winiwarter, Hubert Mara, Roderik Lindenbergh, Sander E. Vos, Bernhard Höfle, 8 February 2021. - 12 S.
In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 173(2021), Seite 297-308
DOI: 10.1016/j.isprsjprs.2021.01.015
- Anders, Katharina: Fully automatic spatiotemporal segmentation of 3D LiDAR time series for the extraction of natural surface changes [Source Code, Validation Material and Validation Results] / Katharina Anders, Lukas Winiwarter, Hubert Mara, Roderik Lindenbergh, Sander E. Vos, Bernhard Höfle. -
Heidelberg: Universität, 2021-01-13. - 1 Online-Ressource (3 Files)
DOI: 10.11588/data/4HJHAA
- Bruggisser, Moritz: Impacts of acquisition patterns on the robustness and accuracy of tree models derived from UAV LiDAR for forest dynamic studies / Moritz Bruggisser, Markus Hollaus, Lukas Winiwarter, Johannes Otepka, Di Wang, Bernhard Höfle and No… . -
[Helsinki], 2020. - 1 Seite
- Winiwarter, Lukas: Influence of ranging uncertainty of terrestrial laser scanning on change detection in topographic 3D point clouds / Winiwarter, K. Anders, D. Wujanz, B. Höfle, 03 Aug 2020. - 8 S.
In: XXIV ISPRS Congress, Commission II. (2020), Seite 789-796
DOI: 10.5194/isprs-annals-V-2-2020-789-2020
- Anders, Katharina: 4D objects-by-change : spatiotemporal segmentation of geomorphic surface change from LiDAR time series / Katharina Anders, Lukas Winiwarter, Roderik Lindenbergh, Jack G. Williams, Sander E. Vos, Bernhard H… , January 2020. - 12 S. : Illustrationen
In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 159(2020) vom: Jan., Seite 352-363
DOI: 10.1016/j.isprsjprs.2019.11.025
- Winiwarter, Lukas: Herausforderungen in der Fehlerfortpflanzung von Laserscandaten für multitemporale Analysen zur verbesserten Quantifizierung des Level of Detection / Lukas Winiwarter, Katharina Anders & Bernhard Höfle, 2020. - 8 S.
In: 40. Wissenschaftlich-Technische Jahrestagung der DGPF, 4.-6. März 2020 in Stuttgart. (2020), Seite 373-380
DOI: 10.24407/KXP:1694488993
- Anders, Katharina: Einfluss der zeitlichen Auflösung auf die raumzeitliche Segmentierung geomorphologischer Änderungsprozesse in 3D-Punktwolken / Katharina Anders, Lukas Winiwarter, Hubert Mara, Roderik Lindenbergh, Sander E. Vos & Bernhard Höfle, 2020. - 5 S.
In: 40. Wissenschaftlich-Technische Jahrestagung der DGPF, 4.-6. März 2020 in Stuttgart. (2020), Seite 312-316
DOI: 10.24407/KXP:1694480429
- Vallejo Orti, Miguel: Use of TanDEM-X and Sentinel products to derive gully activity maps in Kunene Region (Namibia) based on automatic iterative random forest approach / Miguel Vallejo Orti, Lukas Winiwarter, Eva Corral-Pazos-de-Provens, Jack G. Williams, Olaf Bubenzer,… , 24 November 2020. - 17 S.
In: IEEE journal of selected topics in applied earth observations and remote sensing, ISSN 2151-1535. 14(2021), Seite 607-623
DOI: 10.1109/JSTARS.2020.3040284
- Williams, Jack G.: Multi-directional change detection between point clouds / Jack G. Williams, Katharina Anders, Lukas Winiwarter, Vivien Zahs, Bernhard Höfle, 2021. - 19 S.
In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 172(2021), Seite 95-113
DOI: 10.1016/j.isprsjprs.2020.12.002
- Winiwarter, Lukas: Classification of 3D point clouds using deep neural networks / Lukas Winiwarter, Gottfried Mandlburger, 2019. - 12 S.
In: Dreiländertagung OVG - DGPF - SGPF, Photogrammetrie - Fernerkundung - Geoinformation - 2019, ISSN 0942-2870. (2019), Artikel-ID 57, Seite 663-674
- Kumar, Ashutosh: Feature relevance analysis for 3D point cloud classification using deep learning / Ashutosh Kumar, Katharina Anders, Lukas Winiwarter, Bernhard Höfle, 29 May 2019. - 8 S.
In: ISPRS Geospatial Week 2019. (2019), Seite 317-324
DOI: 10.5194/isprs-annals-IV-2-W5-373-2019
- Höfle, Bernhard: 3D micro-mapping : crowdsourcing to support image and 3D point cloud analysis / Bernhard Höfle, Katharina Anders, Lukas Winiwarter, 2019. - 4 S.
In: Photogrammetric Week 2019. (2019), Seite 1-4
- Winiwarter, Lukas: Classification of ALS point clouds using end-to-end deep learning / Lukas Winiwarter, Gottfried Mandlburger, Stefan Schmohl, Norbert Pfeifer, 15 August 2019. - 16 S.
In: Journal of photogrammetry, remote sensing and geoinformation science, ISSN 2512-2819. 87(2019), 3, Seite 75-90
DOI: 10.1007/s41064-019-00073-0
