Bernhard Höfle
Ruprecht-Karls-Universität Heidelberg
H-index: 40
Europe-Germany
Top articles of Bernhard Höfle
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Integrating multi-user digitising actions for mapping gully outlines using a combined approach of Kalman filtering and machine learning | ISPRS Open Journal of Photogrammetry and Remote Sensing | Miguel Vallejo Orti Katharina Anders Oluibukun Ajayi Olaf Bubenzer Bernhard Höfle | 2024/4/1 |
Deep learning with simulated laser scanning data for 3D point cloud classification | Alberto M Esmorís Hannah Weiser Lukas Winiwarter Jose C Cabaleiro Bernhard Höfle | 2024/1/16 | |
Automatic Classification of Surface Activity Types from Geographic 4D Monitoring Combining Virtual Laser Scanning, Change Analysis and Machine Learning | Vivien Zahs Bernhard Höfle Maria Federer Hannah Weiser Ronald Tabernig | 2024/3/7 | |
Classifying types of gully changes with unoccupied aircraft vehicles 3D multitemporal point clouds for training of satellite data analysis in Northwest Namibia | Earth Surface Processes and Landforms | Miguel Vallejo C. Castillo V. Zahs O. Bubenzer B. Höfle | 2024/1 |
How Tree Movement Influences Tree Metrics Derived from Laser Scanning Point Clouds | H. Weiser A.M. Esmorís B. Höfle | 2024/4 | |
Simulating 4D scenes of rockfall and landslide activity for improved 3D point cloud-based change detection using machine learning | R. Tabernig V. Zahs H. Weiser B. Höfle | 2024/4 | |
Measuring and Understanding the World Through Geoinformatics Using the Example of Natural Hazards | Bernhard Höfle | 2024 | |
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 | 2024/3/7 | |
Multi-sensor monitoring and data integration reveal cyclical destabilization of the Äußeres Hochebenkar rock glacier | Earth Surface Dynamics Discussions | Lea Hartl Thomas Zieher Magnus Bremer Martin Stocker-Waldhuber Vivien Zahs | 2022/9/12 |
Assessing the potential of synthetic and ex situ airborne laser scanning and ground plot data to train forest biomass models | Forestry: An International Journal of Forest Research | Jannika Schäfer Lukas Winiwarter Hannah Weiser Jan Novotný Bernhard Höfle | 2023/12/4 |
Tracing Snow Cover Dynamics Using 4D Level-Sets on Near-Continuous Terrestrial Laser Scanning Time Series | R Arav K Anders F Pöppl N Pfeifer | 2023 | |
Potential and limitations of simulated airborne laser scanning data for forest biomass estimation | Jannika Schäfer Lukas Georg Winiwarter Hannah Weiser Jan Novotný Bernhard Höfle | 2023/9/7 | |
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 … | Lukas Winiwarter Katharina Anders Guyen Battuvshin Lucas Menzel Bernhard Höfle | 2023/2 | |
Full four-dimensional change analysis of topographic point cloud time series using Kalman filtering | Earth Surface Dynamics | Lukas Winiwarter Katharina Anders Daniel Czerwonka-Schröder Bernhard Höfle | 2023/7/18 |
Spatiotemporal tracking of surface processes through their change histories in dense 3D time series by implementing a time-extension on the 4D objects-by-change method | EGU General Assembly Conference Abstracts | Katharina Anders Bernhard Höfle | 2023/5 |
Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data | International Journal of Applied Earth Observation and Geoinformation | Vivien Zahs Katharina Anders Julia Kohns Alexander Stark Bernhard Höfle | 2023/8/1 |
Generating synthetic laser scanning data of forests by combining forest inventory information, a tree point cloud database and an open-source laser scanning simulator | Forestry: An International Journal of Forest Research | Jannika Schäfer Hannah Weiser Lukas Winiwarter Bernhard Höfle Sebastian Schmidtlein | 2023/12 |
E-TRAINEE: Open e-learning course on time series analysis in remote sensing | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | Markéta Potůčková Jana Albrechtová Katharina Anders Lucie Červená Jakub Dvořák | 2023/12/13 |
Full 4D Change Analysis of Topographic Point Cloud Time Series using Kalman Filtering | Earth Surface Dynamics Discussions | Lukas Winiwarter Katharina Anders Daniel Schröder Bernhard Höfle | 2022/1/11 |
Human‐in‐the‐loop development of spatially adaptive ground point filtering pipelines—An archaeological case study | Archaeological Prospection | Michael Doneus Bernhard Höfle Dominic Kempf Gwydion Daskalakis Maria Shinoto | 2022/10 |
Co-Authors
