Caroline Gevaert

Orcid: 0000-0002-3983-2459

According to our database1, Caroline Gevaert authored at least 23 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Digital earth: yesterday, today, and tomorrow.
Int. J. Digit. Earth, December, 2023

Group-Privacy Threats for Geodata in the Humanitarian Context.
ISPRS Int. J. Geo Inf., September, 2023

Data-Centric Machine Learning for Geospatial Remote Sensing Data.
CoRR, 2023


2022
Integrating Remote Sensing and Street View Imagery for Mapping Slums.
ISPRS Int. J. Geo Inf., December, 2022

AI ethics and data governance in the geospatial domain of Digital Earth.
Big Data Soc., July, 2022

Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Explainable AI for earth observation: A review including societal and regulatory perspectives.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
Fairness and accountability of AI in disaster risk management: Opportunities and challenges.
Patterns, 2021

2020
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, 2020

Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
The Generic Slum Ontology: Can a Global Slum Repository be created?
Proceedings of the Joint Urban Remote Sensing Event, 2019

Challenges of mapping the missing spaces.
Proceedings of the Joint Urban Remote Sensing Event, 2019

2018
Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Ground and Multi-Class Classification of Airborne Laser Scanner Point Clouds Using Fully Convolutional Networks.
Remote. Sens., 2018

Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects.
ISPRS Int. J. Geo Inf., 2018

2017
Slum mapping.
Proceedings of the Joint Urban Remote Sensing Event, 2017

An automated technique for basemap updating using UAV data.
Proceedings of the Joint Urban Remote Sensing Event, 2017

2016
Optimizing Multiple Kernel Learning for the Classification of UAV Data.
Remote. Sens., 2016

Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A deep learning approach to the classification of sub-decimetre resolution aerial images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
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., 2015

2014
Combining hyperspectral UAV and multispectral Formosat-2 imagery for precision agriculture applications.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014


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