Sabine Vanhuysse

According to our database, Sabine Vanhuysse authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation.

Sabine Vanhuysse, Ángela Abascal, Jon Wang, Stefanos Georganos, Monika Kuffer, Eléonore Wolff

Proceedings of the IGARSS 2024, 2024

ONEKANA: Modelling Thermal Inequalities in African Cities.

Sabine Vanhuysse, Ángela Abascal, Stefanos Georganos, Jon Wang, Monika Kuffer

Proceedings of the IGARSS 2024, 2024

Heat Exposure of Deprivation Through Air Temperature Modelling.

Ángela Abascal, Jon Wang, Monika Kuffer, Stefanos Georganos, Sabine Vanhuysse

Proceedings of the IGARSS 2024, 2024

2023

Mapping urban deprivation from Sentinel 1/2 using artificial intelligence and weakly labelled data.

Julien Govoorts, Taïs Grippa, Sabine Vanhuysse, Eléonore Wolff

Proceedings of the Joint Urban Remote Sensing Event, 2023

2022

On the knowledge gain of urban morphology from space.

Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse

Comput. Environ. Urban Syst., 2022

Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas.

Ángela Abascal, Ignacio Rodríguez-Carreño, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Eléonore Wolff, Monika Kuffer

Comput. Environ. Urban Syst., 2022

2021

Towards user-driven earth observation-based slum mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Comput. Environ. Urban Syst., 2021

Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya.

Stefanos Georganos, Ángela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse

Remote. Sens., 2021

Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.

Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner

ISPRS Int. J. Geo Inf., 2021

Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data.

Sabine Vanhuysse, Stefanos Georganos, Monika Kuffer, Taïs Grippa, Moritz Lennert, Eléonore Wolff

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Geo-Ethics in Slum Mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards.

Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery.

Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries.

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

Remote. Sens., 2020

2019

Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery.

Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff

Remote. Sens., 2019

Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information.

Stefanos Georganos, Assane Gadiaga, Catherine Linard, Taïs Grippa, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff, Sébastien Dujardin, Moritz Lennert

Remote. Sens., 2019

Improving Urban Population Distribution Models with Very-High Resolution Satellite Information.

Taïs Grippa, Catherine Linard, Moritz Lennert, Stefanos Georganos, Nicholus Mboga, Sabine Vanhuysse, Assane Gadiaga, Eléonore Wolff

Data, 2019

Weakly supervised fully convolutional networks using OBIA classification output.

Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff

Proceedings of the Joint Urban Remote Sensing Event, 2019

Mapping slums and model population density using earth observation data and open source solutions.

Taïs Grippa, Stefanos Georganos, Sabine Vanhuysse, Moritz Lennert, Nicholus Mboga, Eléonore Wolff

Proceedings of the Joint Urban Remote Sensing Event, 2019

An Application of Geographical Random Forests for Population Estimation in Dakar, Senegal using Very-High-Resolution Satellite Imagery.

Stefanos Georganos, Taïs Grippa, Assane Gadiaga, Sabine Vanhuysse, Stamatis Kalogirou, Moritz Lennert, Catherine Linard

Proceedings of the Joint Urban Remote Sensing Event, 2019

2018

Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis.

Stefanos Georganos, Moritz Lennert, Taïs Grippa, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff

Remote. Sens., 2018

Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images.

Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff

Remote. Sens., 2018

Very High Resolution Object-Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting.

Stefanos Georganos, Taïs Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni, Eléonore Wolff

IEEE Geosci. Remote. Sens. Lett., 2018

Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics.

Taïs Grippa, Stefanos Georganos, Soukaina Zarougui, Pauline Bognounou, Eric Diboulo, Yann Forget, Moritz Lennert, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff

ISPRS Int. J. Geo Inf., 2018

2017

An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification.

Taïs Grippa, Moritz Lennert, Benjamin Beaumont, Sabine Vanhuysse, Nathalie Stephenne, Eléonore Wolff

Remote. Sens., 2017

Contribution of nDSM derived from VHR stereo imagery to urban land-cover mapping in Sub-Saharan Africa.

Sabine Vanhuysse, Taïs Grippa, Moritz Lennert, Eléonore Wolff, Mahamadou Idrissa

Proceedings of the Joint Urban Remote Sensing Event, 2017

2015

Crater Detection using CGC - A New Circle Detection Method.

Vinciane Lacroix, Sabine Vanhuysse

Proceedings of the ICPRAM 2015, 2015