Caroline M. Gevaert

20 papers Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimizing crop type mapping for fairness.
Int. J. Appl. Earth Obs. Geoinformation
Ilya Gorbunov, Caroline M. Gevaert, Mariana Belgiu
2024 J jnl
Auditing Geospatial Datasets for Biases: Using Global Building Datasets for Disaster Risk Management.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Caroline M. Gevaert, Thomas Buunk, Marc van den Homberg
2024 J jnl
Explainable few-shot learning workflow for detecting invasive and exotic tree species.
CoRR
Caroline M. Gevaert, Alexandra Aguiar Pedro, Ou Ku, Hao Cheng, Pranav Chandramouli, Farzaneh Dadrass Javan, Francesco Nattino, Sonja Georgievska
2024 J jnl
Responsible AI for Earth Observation.
CoRR
Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
2023 J jnl
Digital earth: yesterday, today, and tomorrow.
Int. J. Digit. Earth
Alessandro Annoni, Stefano Nativi, Arzu Çöltekin, Cheryl Desha, Eugene Eremchenko, Caroline M. Gevaert, Gregory Giuliani, Min Chen, Luis Perez-Mora, Josef Strobl, Stephanie Tumampos
2023 J jnl
Group-Privacy Threats for Geodata in the Humanitarian Context.
ISPRS Int. J. Geo Inf.
Brian K. Masinde, Caroline M. Gevaert, Michael H. Nagenborg, Jaap Zevenbergen
2022 J jnl
AI ethics and data governance in the geospatial domain of Digital Earth.
Big Data Soc.
Marina Micheli, Caroline M. Gevaert, Mary Carman, Max Craglia, Emily Daemen, Rania Elsayed Ibrahim, Alexander Kotsev, Zaffar Mohamed Ghouse, Sven Schade, Ingrid Schneider, Lea A. Shanley, Alessio Tartaro, Michele Vespe
2022 J jnl
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics.
Int. J. Appl. Earth Obs. Geoinformation
Caroline M. Gevaert, Mariana Belgiu
2022 J jnl
Explainable AI for earth observation: A review including societal and regulatory perspectives.
Int. J. Appl. Earth Obs. Geoinformation
Caroline M. Gevaert
2022 J jnl
Integrating Remote Sensing and Street View Imagery for Mapping Slums.
ISPRS Int. J. Geo Inf.
Abbas Najmi, Caroline M. Gevaert, Divyani Kohli, Monika Kuffer, Jati Pratomo
2021 J jnl
Fairness and accountability of AI in disaster risk management: Opportunities and challenges.
Patterns
Caroline M. Gevaert, Mary Carman, Benjamin Rosman, Yola Georgiadou, Robert Soden
2020 J jnl
Digital world meets urban planet - new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge.
Int. J. Digit. Earth
Thomas Esch, Hubert Asamer, Felix Bachofer, Jakub Balhar, Martin Böttcher, Enguerran Boissier, Pablo d'Angelo, Caroline M. Gevaert, Andreas Hirner, Katerina Jupova, Franz Kurz, Andy Yaw Kwarteng, Emmanuel Mathot, Mattia Marconcini, Alessandro Marin, Annekatrin Metz-Marconcini, Fabrizio Pacini, Marc Paganini, Hans Permana, Tomás Soukup, Soner Üreyen, Christopher Small, Vaclav Svaton, Julian Nils Zeidler
2020 J jnl
Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles.
Int. J. Appl. Earth Obs. Geoinformation
Caroline M. Gevaert, Claudio Persello, Richard Sliuzas, George Vosselman
2019 — conf
Challenges of mapping the missing spaces.
JURSE
Caroline M. Gevaert, Divyani Kohli, Monika Kuffer
2019 — conf
The Generic Slum Ontology: Can a Global Slum Repository be created?
JURSE
Divyani Kohli, Monika Kuffer, Caroline M. Gevaert
2018 J jnl
Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Caroline M. Gevaert, Claudio Persello, Sander Oude Elberink, George Vosselman, Richard Sliuzas
2018 J jnl
Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects.
ISPRS Int. J. Geo Inf.
Caroline M. Gevaert, Richard Sliuzas, Claudio Persello, George Vosselman
2016 J jnl
Optimizing Multiple Kernel Learning for the Classification of UAV Data.
Remote. Sens.
Caroline M. Gevaert, Claudio Persello, George Vosselman
2015 J jnl
Generation of Spectral-Temporal Response Surfaces by Combining Multispectral Satellite and Hyperspectral UAV Imagery for Precision Agriculture Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Caroline M. Gevaert, Juha Suomalainen, Jing Tang, Lammert Kooistra
2014 — conf
Combining hyperspectral UAV and multispectral Formosat-2 imagery for precision agriculture applications.
WHISPERS
Caroline M. Gevaert, Jing Tang, F. Javier García-Haro, Juha Suomalainen, Lammert Kooistra