Sabine Vanhuysse
Sabine Vanhuysse
Earth Observation and Geospatial Information scientist, Department of Geoscience Environment and
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Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling
S Georganos, T Grippa, A Niang Gadiaga, C Linard, M Lennert, ...
Geocarto International 36 (2), 121-136, 2021
Very high resolution object-based land use–land cover urban classification using extreme gradient boosting
S Georganos, T Grippa, S Vanhuysse, M Lennert, M Shimoni, E Wolff
IEEE geoscience and remote sensing letters 15 (4), 607-611, 2018
Less is more: Optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application
S Georganos, T Grippa, S Vanhuysse, M Lennert, M Shimoni, S Kalogirou, ...
GIScience & remote sensing 55 (2), 221-242, 2018
Mapping urban land use at street block level using openstreetmap, remote sensing data, and spatial metrics
T Grippa, S Georganos, S Zarougui, P Bognounou, E Diboulo, Y Forget, ...
ISPRS International Journal of Geo-Information 7 (7), 246, 2018
An open-source semi-automated processing chain for urban object-based classification
T Grippa, M Lennert, B Beaumont, S Vanhuysse, N Stephenne, E Wolff
Remote Sensing 9 (4), 358, 2017
Using local climate zones in Sub-Saharan Africa to tackle urban health issues
O Brousse, S Georganos, M Demuzere, S Vanhuysse, H Wouters, E Wolff, ...
Urban climate 27, 227-242, 2019
The role of earth observation in an integrated deprived area mapping “system” for low-to-middle income countries
M Kuffer, DR Thomson, G Boo, R Mahabir, T Grippa, S Vanhuysse, ...
Remote sensing 12 (6), 982, 2020
Fully convolutional networks and geographic object-based image analysis for the classification of VHR imagery
N Mboga, S Georganos, T Grippa, M Lennert, S Vanhuysse, E Wolff
Remote Sensing 11 (5), 597, 2019
Effects of historical urbanization in the Brussels Capital Region on surface air temperature time series: a model study
R Hamdi, A Deckmyn, P Termonia, GR Demarée, P Baguis, S Vanhuysse, ...
Journal of Applied Meteorology and Climatology 48 (10), 2181-2196, 2009
Towards user-driven earth observation-based slum mapping
M Owusu, M Kuffer, M Belgiu, T Grippa, M Lennert, S Georganos, ...
Computers, environment and urban systems 89, 101681, 2021
Scale matters: Spatially partitioned unsupervised segmentation parameter optimization for large and heterogeneous satellite images
S Georganos, T Grippa, M Lennert, S Vanhuysse, BA Johnson, E Wolff
Remote Sensing 10 (9), 1440, 2018
Spatial assessment of social vulnerability in the context of landmines and explosive remnants of war in Battambang province, Cambodia
M Hagenlocher, D Hölbling, S Kienberger, S Vanhuysse, P Zeil
International Journal of Disaster Risk Reduction 15, 148-161, 2016
Fully convolutional networks for land cover classification from historical panchromatic aerial photographs
N Mboga, T Grippa, S Georganos, S Vanhuysse, B Smets, O Dewitte, ...
ISPRS Journal of Photogrammetry and Remote Sensing 167, 385-395, 2020
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas
A Abascal, I Rodríguez-Carreño, S Vanhuysse, S Georganos, R Sliuzas, ...
Computers, environment and urban systems 95, 101820, 2022
Spatial information gaps on deprived urban areas (slums) in low-and-middle-income-countries: A user-centered approach
M Kuffer, J Wang, DR Thomson, S Georganos, A Abascal, M Owusu, ...
Urban Science 5 (4), 72, 2021
Extending data for urban health decision-making: a menu of new and potential neighborhood-level health determinants datasets in LMICs
DR Thomson, C Linard, S Vanhuysse, JE Steele, M Shimoni, J Siri, ...
Journal of urban health 96, 514-536, 2019
Improving urban population distribution models with very-high resolution satellite information
T Grippa, C Linard, M Lennert, S Georganos, N Mboga, S Vanhuysse, ...
Data 4 (1), 13, 2019
Normalization in unsupervised segmentation parameter optimization: A solution based on local regression trend analysis
S Georganos, M Lennert, T Grippa, S Vanhuysse, B Johnson, E Wolff
Remote Sensing 10 (2), 222, 2018
Modelling the wealth index of demographic and health surveys within cities using very high-resolution remotely sensed information
S Georganos, AN Gadiaga, C Linard, T Grippa, S Vanhuysse, N Mboga, ...
Remote Sensing 11 (21), 2543, 2019
Diversity of urban growth patterns in Sub-Saharan Africa in the 1960–2010 period
E Wolff, T Grippa, Y Forget, S Georganos, S Vanhuysse, M Shimoni, ...
African Geographical Review 39 (1), 45-57, 2020
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