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Bernhard Höfle

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Professor

Heidelberg University

Germany

Research Interests

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Recent Grants

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Generalized Extraction of Surface Dynamics from Multimodal 4D Point Clouds for Topographic Monitoring of Earth Surface Processes and Their Interactions (Extract4D)

Open Date: 2023-01-01

Close Date:

Grant: Close

Fostering a community-driven and sustainable HELIOS++ scientific software

Open Date: 2023-01-01

Close Date:

Grant: Close

Virtual Laser Scanning for Machine Learning Algorithms in Geographic 3D Point Cloud Analysis (VirtuaLearn3D)

Open Date: 2022-01-01

Close Date:

Grant: Close

SYSSIFOSS - Synthetic structural remote sensing data for improved forest inventory models

Open Date: 2019-01-01

Close Date: 2022-12-31

Articles (20)

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Collaborators (29)

Konrad Greinwald

University of Freiburg

GERMANY

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Hassan Awada

Researcher

University of Basilicata

ITALY

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Lukas Winiwarter

Professor of Geodesy

University of Innsbruck

AUSTRIA

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Carlos Castillo Rodríguez

Profesor Sustituto Interino

Universidad de Córdoba

SPAIN

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Etienne Laliberté

University of Western Australia

AUSTRALIA

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Stephanie Horion

Associate Professor

Københavns Universitet

DENMARK

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Helene C. Muller-Landau

Smithsonian Institution

UNITED STATES

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José Carlos Cabaleiro

Professor

Universidade de Santiago de Compostela

SPAIN

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Samuli Junttila

Associate Professor

University of Helsinki

FINLAND

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Olaf Bubenzer

Heidelberg University

GERMANY

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Martin Mokroš

Lecturer

University College London

UNITED KINGDOM

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Mariana Campos

Senior Researcher

Finnish Geospatial Research Institute

FINLAND

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Ninni Saarinen

University of Helsinki

FINLAND

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Julian Frey

University of Freiburg

GERMANY

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Jana Mullerova

Ass. professor

Jan Evangelista Purkyně University in Ústí nad Labem

CZECH REPUBLIC

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Dimitri Lague

FRANCE

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Miguel Mahecha

Professor

Leipzig University

GERMANY

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Martin Rutzinger

University of Innsbruck

AUSTRIA

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Martin Krucek

Natural Resources Institute

CZECH REPUBLIC

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Emily Lines

Associate Professor

University of Cambridge

UNITED KINGDOM

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Phuong D. Dao

Assistant Professor

University of Texas at Austin

UNITED STATES

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Guillermo Gea-Izquierdo

Researcher

Consejo Superior de Investigaciones Cientificas

SPAIN

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Fabian Fassnacht

Professor

Freie Universität Berlin

GERMANY

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Katharina Anders

Assistant Professor

Technical University of Munich

GERMANY

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Arko Lucieer

Professor of Remote Sensing

University of Tasmania

AUSTRALIA

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Daniel Czerwonka-Schröder

Professor for Applied Geodesy

Bochum University of Applied Sciences

GERMANY

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Zoe Schindler

University of Freiburg

GERMANY

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Roderik Lindenbergh

Delft University of Technology

NETHERLANDS

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Tommaso Jucker

Academic , Professor of Forest Ecology and Global Change

University of Bristol

UNITED KINGDOM

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Bernhard Höfle

Research Interests

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Recent Grants

Articles (20)

deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics

Time-Adaptive Change Analysis through Extension of the M3C2 Algorithm using Multi-Modal Laser Scanning Data in a Salt Marsh Environment

Low-cost Terrestrial Laser Scanners for Permanent Monitoring of Beach-Dune Systems

Scan Outlier Ratio (ScOR): LiDAR Scanning and Survey-Aware Filtering of Detached Points in Terrestrial and Permanent Laser Scanning Point Clouds

Reducing wind effects in multi-scan terrestrial laser scanning point clouds of trees combining LiDAR simulation and deep learning

Advancing vegetation monitoring with virtual laser scanning of dynamic scenes (VLS‐4D): Opportunities, implementations and future perspectives

Quantification of hygroscopic dead branch movement on boreal forest trees using permanent terrestrial laser scanning

py4dgeo: Open-source scientific software for topographic change analysis in 3D/4D geographic point clouds

Temporal aggregation of point clouds improves permanent laser scanning of landslides in forested areas

Permanent terrestrial laser scanning for near-continuous environmental observations: Systems, methods, challenges and applications

Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR‐species20K dataset

Detection of honey bees (Apis mellifera) in hypertemporal LiDAR point cloud time series to extract bee activity zones and times

Wind during terrestrial laser scanning of trees: Simulation-based assessment of effects on point cloud features and leaf-wood classification

Building damage assessment in natural disasters: A trans-and interdisciplinary approach combining domain knowledge, 3D machine learning, and crowdsourcing

Towards in-situ near real-time 3D environmental monitoring and geospatial point cloud analysis with open-source software

Integrating multi-user digitising actions for mapping gully outlines using a combined approach of Kalman filtering and machine learning

Deep learning with simulated laser scanning data for 3D point cloud classification

CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography

Classifying types of gully changes with unoccupied aircraft vehicles 3D multitemporal point clouds for training of satellite data analysis in Northwest Namibia

Measuring and Understanding the World Through Geoinformatics Using the Example of Natural Hazards

Collaborators (29)

Konrad Greinwald

Hassan Awada

Lukas Winiwarter

Carlos Castillo Rodríguez

Etienne Laliberté

Stephanie Horion

Helene C. Muller-Landau

José Carlos Cabaleiro

Samuli Junttila

Olaf Bubenzer

Martin Mokroš

Mariana Campos

Ninni Saarinen

Julian Frey

Jana Mullerova

Dimitri Lague

Miguel Mahecha

Martin Rutzinger

Martin Krucek

Emily Lines

Phuong D. Dao

Guillermo Gea-Izquierdo

Fabian Fassnacht

Katharina Anders

Arko Lucieer

Daniel Czerwonka-Schröder

Zoe Schindler

Roderik Lindenbergh

Tommaso Jucker

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