Sabine Vanhuysse

27 papers C 7Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2024 C conf
Heat Exposure of Deprivation Through Air Temperature Modelling.
IGARSS
Ángela Abascal, Jon Wang, Monika Kuffer, Stefanos Georganos, Sabine Vanhuysse
2024 C conf
ONEKANA: Modelling Thermal Inequalities in African Cities.
IGARSS
Sabine Vanhuysse, Ángela Abascal, Stefanos Georganos, Jon Wang, Monika Kuffer
2024 C conf
Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation.
IGARSS
Sabine Vanhuysse, Ángela Abascal, Jon Wang, Stefanos Georganos, Monika Kuffer, Eléonore Wolff
2023 — conf
Mapping urban deprivation from Sentinel 1/2 using artificial intelligence and weakly labelled data.
JURSE
Julien Govoorts, Taïs Grippa, Sabine Vanhuysse, Eléonore Wolff
2022 J jnl
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas.
Comput. Environ. Urban Syst.
Ángela Abascal, Ignacio Rodríguez-Carreño, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Eléonore Wolff, Monika Kuffer
2022 J jnl
On the knowledge gain of urban morphology from space.
Comput. Environ. Urban Syst.
Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse
2021 J jnl
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf.
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
2021 C conf
EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards.
IGARSS
Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello
2021 C conf
Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery.
IGARSS
Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer
2021 C conf
Geo-Ethics in Slum Mapping.
IGARSS
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
2021 C conf
Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data.
IGARSS
Sabine Vanhuysse, Stefanos Georganos, Monika Kuffer, Taïs Grippa, Moritz Lennert, Eléonore Wolff
2021 J jnl
Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya.
Remote. Sens.
Stefanos Georganos, Ángela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse
2021 J jnl
Towards user-driven earth observation-based slum mapping.
Comput. Environ. Urban Syst.
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
2020 J jnl
The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries.
Remote. Sens.
Monika Kuffer, Dana R. Thomson, Gianluca Boo, Ron Mahabir, Taïs Grippa, Sabine Vanhuysse, Ryan N. Engstrom, Robert Ndugwa, Jack Makau, Edith Darin, João Porto de Albuquerque, Caroline Kabaria
2019 — conf
An Application of Geographical Random Forests for Population Estimation in Dakar, Senegal using Very-High-Resolution Satellite Imagery.
JURSE
Stefanos Georganos, Taïs Grippa, Assane Gadiaga, Sabine Vanhuysse, Stamatis Kalogirou, Moritz Lennert, Catherine Linard
2019 J jnl
Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery.
Remote. Sens.
Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff
2019 J jnl
Improving Urban Population Distribution Models with Very-High Resolution Satellite Information.
Data
Taïs Grippa, Catherine Linard, Moritz Lennert, Stefanos Georganos, Nicholus Mboga, Sabine Vanhuysse, Assane Gadiaga, Eléonore Wolff
2019 — conf
Mapping slums and model population density using earth observation data and open source solutions.
JURSE
Taïs Grippa, Stefanos Georganos, Sabine Vanhuysse, Moritz Lennert, Nicholus Mboga, Eléonore Wolff
2019 J jnl
Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information.
Remote. Sens.
Stefanos Georganos, Assane Gadiaga, Catherine Linard, Taïs Grippa, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff, Sébastien Dujardin, Moritz Lennert
2019 — conf
Weakly supervised fully convolutional networks using OBIA classification output.
JURSE
Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff
2018 J jnl
Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics.
ISPRS Int. J. Geo Inf.
Taïs Grippa, Stefanos Georganos, Soukaina Zarougui, Pauline Bognounou, Eric Diboulo, Yann Forget, Moritz Lennert, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff
2018 J jnl
Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis.
Remote. Sens.
Stefanos Georganos, Moritz Lennert, Taïs Grippa, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff
2018 J jnl
Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images.
Remote. Sens.
Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff
2018 J jnl
Very High Resolution Object-Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting.
IEEE Geosci. Remote. Sens. Lett.
Stefanos Georganos, Taïs Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni, Eléonore Wolff
2017 J jnl
An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification.
Remote. Sens.
Taïs Grippa, Moritz Lennert, Benjamin Beaumont, Sabine Vanhuysse, Nathalie Stephenne, Eléonore Wolff
2017 — conf
Contribution of nDSM derived from VHR stereo imagery to urban land-cover mapping in Sub-Saharan Africa.
JURSE
Sabine Vanhuysse, Taïs Grippa, Moritz Lennert, Eléonore Wolff, Mahamadou Idrissa
2015 — conf
Crater Detection using CGC - A New Circle Detection Method.
ICPRAM (1)
Vinciane Lacroix, Sabine Vanhuysse