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ORCIDBernhard Höfle
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- affiliation: University of Heidelberg, Institute of Geography, Germany
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Journal Articles
- 2023
[j30]Vivien Zahs
, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle:
Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data. Int. J. Appl. Earth Obs. Geoinformation 122: 103406 (2023)- 2022
- [j29]Alberto Manuel Esmorís Pena, Miguel Yermo, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, Francisco F. Rivera:
Virtual LiDAR Simulation as a High Performance Computing Challenge: Toward HPC HELIOS++. IEEE Access 10: 105052-105073 (2022) - [j28]Katharina Anders, Lukas Winiwarter, Bernhard Höfle:
Improving Change Analysis From Near-Continuous 3D Time Series by Considering Full Temporal Information. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - 2021
- [j27]Miguel Vallejo Orti, Lukas Winiwarter, Eva Corral-Pazos-de-Provens, Jack G. Williams, Olaf Bubenzer, Bernhard Höfle:
Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 607-623 (2021) - 2020
- [j26]René Westerholt, Heinrich Lorei, Bernhard Höfle:
Behavioural Effects of Spatially Structured Scoring Systems in Location-Based Serious Games - A Case Study in the Context of OpenStreetMap. ISPRS Int. J. Geo Inf. 9(2): 129 (2020) - 2019
- [j25]Miguel Vallejo Orti, Kaleb Negussie, Eva Corral-Pazos-de-Provens, Bernhard Höfle, Olaf Bubenzer:
Comparison of Three Algorithms for the Evaluation of TanDEM-X Data for Gully Detection in Krumhuk Farm (Namibia). Remote. Sens. 11(11): 1327 (2019) - 2018
- [j24]Carolin Klonner, Tomás Usón, Sabrina Marx, Franz-Benjamin Mocnik, Bernhard Höfle:
Capturing Flood Risk Perception via Sketch Maps. ISPRS Int. J. Geo Inf. 7(9): 359 (2018) - 2017
- [j23]Hone-Jay Chu, Min-Lang Huang, Yu-Ching Tain, Mon-Shieh Yang, Bernhard Höfle:
Historic Low Wall Detection via Topographic Parameter Images Derived from Fine-Resolution DEM. ISPRS Int. J. Geo Inf. 6(11): 346 (2017) - [j22]Pedram Ghamisi, Bernhard Höfle:
LiDAR Data Classification Using Extinction Profiles and a Composite Kernel Support Vector Machine. IEEE Geosci. Remote. Sens. Lett. 14(5): 659-663 (2017) - [j21]Florian Klopfer, Martin Hämmerle, Bernhard Höfle:
Assessing the Potential of a Low-Cost 3-D Sensor in Shallow-Water Bathymetry. IEEE Geosci. Remote. Sens. Lett. 14(8): 1388-1392 (2017) - [j20]Pedram Ghamisi, Bernhard Höfle, Xiao Xiang Zhu:
Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 3011-3024 (2017) - 2016
- [j19]Florian Hillen, Mario Gerdes, Benjamin Herfort, Bernhard Höfle:
3D-MicroMapping - Crowdsourcing zur Klassifikation von 3D-Geodaten. AGIT Journal Angew. Geoinformatik 2: 156-161 (2016) - [j18]Carolin Klonner, Sabrina Marx, Tomás Usón, João Porto de Albuquerque, Bernhard Höfle:
Volunteered Geographic Information in Natural Hazard Analysis: A Systematic Literature Review of Current Approaches with a Focus on Preparedness and Mitigation. ISPRS Int. J. Geo Inf. 5(7): 103 (2016) - [j17]Sophie Crommelinck, Bernhard Höfle:
Simulating an Autonomously Operating Low-Cost Static Terrestrial LiDAR for Multitemporal Maize Crop Height Measurements. Remote. Sens. 8(3): 205 (2016) - 2015
- [j16]Florian Hillen, Bernhard Höfle:
Geo-reCAPTCHA: Crowdsourcing large amounts of geographic information from earth observation data. Int. J. Appl. Earth Obs. Geoinformation 40: 29-38 (2015) - [j15]Carolin Klonner, Christopher Barron, Pascal Neis, Bernhard Höfle:
Updating digital elevation models via change detection and fusion of human and remote sensor data in urban environments. Int. J. Digit. Earth 8(2): 151-169 (2015) - [j14]Florian Hillen, Oliver Meynberg, Bernhard Höfle:
Routing in Dense Human Crowds Using Smartphone Movement Data and Optical Aerial Imagery. ISPRS Int. J. Geo Inf. 4(2): 974-988 (2015) - [j13]Ivan Tomljenovic, Bernhard Höfle, Dirk Tiede, Thomas Blaschke:
Building Extraction from Airborne Laser Scanning Data: An Analysis of the State of the Art. Remote. Sens. 7(4): 3826-3862 (2015) - 2014
- [j12]Bernhard Höfle:
Radiometric Correction of Terrestrial LiDAR Point Cloud Data for Individual Maize Plant Detection. IEEE Geosci. Remote. Sens. Lett. 11(1): 94-98 (2014) - [j11]Martin Hämmerle, Bernhard Höfle, Johannes Fuchs, Andrea Schroder-Ritzrau, Nicole Vollweiler, Norbert Frank:
Comparison of Kinect and Terrestrial LiDAR Capturing Natural Karst Cave 3-D Objects. IEEE Geosci. Remote. Sens. Lett. 11(11): 1896-1900 (2014) - [j10]Mariana Belgiu, Ivan Tomljenovic, Thomas J. Lampoltshammer, Thomas Blaschke, Bernhard Höfle:
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data. Remote. Sens. 6(2): 1347-1366 (2014) - [j9]Helen Dorn, Michael Vetter, Bernhard Höfle:
GIS-Based Roughness Derivation for Flood Simulations: A Comparison of Orthophotos, LiDAR and Crowdsourced Geodata. Remote. Sens. 6(2): 1739-1759 (2014) - [j8]Martin Hämmerle, Bernhard Höfle:
Effects of Reduced Terrestrial LiDAR Point Density on High-Resolution Grain Crop Surface Models in Precision Agriculture. Sensors 14(12): 24212-24230 (2014) - 2013
- [j7]Bernhard Höfle, Luisa Griesbaum, Markus Forbriger:
GIS-Based Detection of Gullies in Terrestrial LiDAR Data of the Cerro Llamoca Peatland (Peru). Remote. Sens. 5(11): 5851-5870 (2013) - [j6]Marco Helbich, Andreas Jochem, Werner Mücke, Bernhard Höfle:
Boosting the predictive accuracy of urban hedonic house price models through airborne laser scanning. Comput. Environ. Urban Syst. 39: 81-92 (2013) - 2012
- [j5]Andreas Jochem, Bernhard Höfle, Volker Wichmann, Martin Rutzinger, Alexander Zipf:
Area-wide roof plane segmentation in airborne LiDAR point clouds. Comput. Environ. Urban Syst. 36(1): 54-64 (2012) - 2011
- [j4]Markus Hollaus, Christoph Aubrecht, Bernhard Höfle, Klaus Steinnocher, Wolfgang Wagner:
Roughness Mapping on Various Vertical Scales Based on Full-Waveform Airborne Laser Scanning Data. Remote. Sens. 3(3): 503-523 (2011) - [j3]Andreas Jochem, Bernhard Höfle, Martin Rutzinger:
Extraction of Vertical Walls from Mobile Laser Scanning Data for Solar Potential Assessment. Remote. Sens. 3(4): 650-667 (2011) - [j2]Andreas Jochem, Markus Hollaus, Martin Rutzinger, Bernhard Höfle:
Estimation of Aboveground Biomass in Alpine Forests: A Semi-Empirical Approach Considering Canopy Transparency Derived from Airborne LiDAR Data. Sensors 11(1): 278-295 (2011) - 2009
- [j1]Andreas Jochem, Bernhard Höfle, Martin Rutzinger, Norbert Pfeifer:
Automatic Roof Plane Detection and Analysis in Airborne Lidar Point Clouds for Solar Potential Assessment. Sensors 9(7): 5241-5262 (2009)
Conference and Workshop Papers
- 2017
- [c5]Carolin Klonner, Melanie Eckle, Tomás Usón, Bernhard Höfle:
Quality Improvement of Remotely Volunteered Geographic Information via Country-Specific Mapping Instructions. ISCRAM 2017 - 2016
- [c4]Aaron Charles Pattee, Bernhard Höfle, Christian Seitz:
Integrative 3D Recording Methods of Historic Architecture: Burg Hohenecken from Southwest Germany. DH 2016: 858-859 - [c3]Carolin Klonner, Sabrina Marx, Tomás Usón, Bernhard Höfle:
Risk Awareness Maps of Urban Flooding via OSM Field Papers- Case Study Santiago de Chile. ISCRAM 2016 - 2015
- [c2]Aaron Charles Pattee, Bernhard Höfle, Christian Seitz:
Integrative 3D recording methods of historic architecture Burg Hohenecken castle from southwest Germany. DigitalHERITAGE (1) 2015: 95-98 - 2011
- [c1]Sandra Lanig, Arne Schilling, Michael Auer, Bernhard Höfle, Nicolas Billen, Alexander Zipf:
Interoperable integration of high precision 3D laser data and large scale geoanalysis in a SDI for Sutra inscriptions in Sichuan (China). Geoinformatik 2011: 79-84
Data and Artifacts
- 2024
- [d11]Hannah Weiser, Veit Ulrich, Lukas Winiwarter, Alberto M. Esmorís, Bernhard Höfle:
Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation. heiDATA, 2024
- 2023
- [d10]Maria Shinoto, Michael Doneus, Hideyuki Haijima, Hannah Weiser, Vivien Zahs, Dominic Kempf, Gwydion Daskalakis, Bernhard Höfle, Naoko Nakamura:
3D Point Cloud from Nakadake Sanroku Kiln Site Center, Japan: Sample Data for the Application of Adaptive Filtering with the AFwizard. 2.1. heiDATA, 2023 [all versions] - [d9]Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle:
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]. 1.0. heiDATA, 2023 [all versions] - [d8]Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle:
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]. 1.1. heiDATA, 2023 [all versions] - [d7]Vivien Zahs, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle:
Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code]. heiDATA, 2023 - 2022
- [d6]Manuel Herzog, Katharina Anders, Bernhard Höfle, Olaf Bubenzer:
Capturing complex star dune dynamics - Repeated highly accurate surveys combining multitemporal 3D topographic measurements and local wind data [Data]. heiDATA, 2022 - [d5]Maria Shinoto, Michael Doneus, Hideyuki Haijima, Hannah Weiser, Vivien Zahs, Dominic Kempf, Gwydion Daskalakis, Bernhard Höfle, Naoko Nakamura:
3D Point Cloud from Nakadake Sanroku Kiln Site Center, Japan: Sample Data for the Application of Adaptive Filtering with the AFwizard. 1.0. heiDATA, 2022 [all versions] - [d4]Maria Shinoto, Michael Doneus, Hideyuki Haijima, Hannah Weiser, Vivien Zahs, Dominic Kempf, Gwydion Daskalakis, Bernhard Höfle, Naoko Nakamura:
3D Point Cloud from Nakadake Sanroku Kiln Site Center, Japan: Sample Data for the Application of Adaptive Filtering with the AFwizard. 2.0. heiDATA, 2022 [all versions] - 2021
- [d3]Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle:
Opaque Voxel-based Tree Models for Virtual Laser Scanning in Forestry Applications [Research Data and Source Code]. heiDATA, 2021 - [d2]Lukas Winiwarter, Katharina Anders, Vivien Zahs, Martin Hämmerle, Bernhard Höfle:
M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation [Data and Source Code]. 1.0. heiDATA, 2021 [all versions] - [d1]Lukas Winiwarter, Katharina Anders, Vivien Zahs, Martin Hämmerle, Bernhard Höfle:
M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation [Data and Source Code]. 1.1. heiDATA, 2021 [all versions]
Informal and Other Publications
- 2024
- [i4]Stefano Puliti, Emily R. Lines, Jana Müllerová, Julian Frey, Zoe Schindler, Adrian Straker, Matt Allen, Lukas Winiwarter, Nataliia Rehush, Hristina Hristova, Brent Murray, Kim Calders, Louise Terryn, Nicholas C. Coops, Bernhard Höfle, Samuli Junttila, Martin Krucek, Grzegorz Krok, Kamil Král, Shaun R. Levick, Linda Luck, Azim Missarov, Martin Mokros, Harry J. F. Owen, Krzysztof Sterenczak, Timo P. Pitkänen, Nicola Puletti, Ninni Saarinen, Chris Hopkinson, Chiara Torresan, Enrico Tomelleri, Hannah Weiser, Rasmus Astrup:
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset. CoRR abs/2408.06507 (2024) - 2023
- [i3]Vivien Zahs, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle:
Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data. CoRR abs/2302.12591 (2023) - 2021
- [i2]Lukas Winiwarter, Alberto Manuel Esmorís Pena, Hannah Weiser, Katharina Anders, Jorge Martínez Sánchez, Mark Searle, Bernhard Höfle:
Virtual laser scanning with HELIOS++: A novel take on ray tracing-based simulation of topographic 3D laser scanning. CoRR abs/2101.09154 (2021) - 2018
- [i1]Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson:
Multisource and Multitemporal Data Fusion in Remote Sensing. CoRR abs/1812.08287 (2018)
Coauthor Index
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