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)

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)

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)

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)

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 (JURSE, 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 (JURSE, 2019)

Weakly supervised fully convolutional networks using OBIA classification output. - Nicholus Mboga; Stefanos Georganos; Taïs Grippa; Moritz Lennert; Sabine Vanhuysse; Eléonore Wolff (JURSE, 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)

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)

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)

Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery. - Stefanos Georganos; Sabine Vanhuysse; Ángela Abascal; Monika Kuffer (IGARSS, 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 (IGARSS, 2021)

Geo-Ethics in Slum Mapping. - Maxwell Owusu; Monika Kuffer; Mariana Belgiu; Taïs Grippa; Moritz Lennert; Stefanos Georganos; Sabine Vanhuysse (IGARSS, 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 (IGARSS, 2021)

UAVs for Fine-Scale Open-Source Landfill Mapping. - Coraline Wyard; Benjamin Beaumont; Taïs Grippa; Stefanos Georganos; Eric Hallot (IGARSS, 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)

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)

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)

A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. - Stefanos Georganos; Sebastian Hafner; Monika Kuffer; Catherine Linard; Yifang Ban (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A Forest of Forests: A Spatially Weighted and Computationally Efficient Formulation of Geographical Random Forests. - Stefanos Georganos; Stamatis Kalogirou (ISPRS Int. J. Geo Inf., 2022)

Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA. - Aynaz Lotfata; Stefanos Georganos; Stamatis Kalogirou; Marco Helbich (ISPRS Int. J. Geo Inf., 2022)

The Multi-Satellite Environmental and Socioeconomic Predictors of Vector-Borne Diseases in African Cities: Malaria as an Example. - Camille Morlighem; Celia Chaiban; Stefanos Georganos; Oscar Brousse; Jonas Van de Walle; Nicole P. M. van Lipzig; Eléonore Wolff; Sébastien Dujardin; Catherine Linard (Remote. Sens., 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)

On the knowledge gain of urban morphology from space. - Jiong Wang; Stefanos Georganos; Monika Kuffer; Ángela Abascal; Sabine Vanhuysse (Comput. Environ. Urban Syst., 2022)

Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. - Sebastian Hafner; Stefanos Georganos; Theodomir Mugiraneza; Yifang Ban (JURSE, 2023)

Heat Exposure of Deprivation Through Air Temperature Modelling. - Ángela Abascal; Jon Wang; Monika Kuffer; Stefanos Georganos; Sabine Vanhuysse (IGARSS, 2024)

Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique. - Manuel Nhangumbe; Andrea Nascetti; Yifang Ban; Stefanos Georganos (IGARSS, 2024)

ONEKANA: Modelling Thermal Inequalities in African Cities. - Sabine Vanhuysse; Ángela Abascal; Stefanos Georganos; Jon Wang; Monika Kuffer (IGARSS, 2024)

Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation. - Sabine Vanhuysse; Ángela Abascal; Jon Wang; Stefanos Georganos; Monika Kuffer; Eléonore Wolff (IGARSS, 2024)

Spatial machine learning for predicting physical inactivity prevalence from socioecological determinants in Chicago, Illinois, USA. - Aynaz Lotfata; Stefanos Georganos (J. Geogr. Syst., 2024)

Comparative Analysis of Manual Slum Identification Using Satellite Data: A Case Study of Medellin, Colombia. - John Friesen; Nicolas Johannes Kraff; Monika Kuffer; Stefanos Georganos; Henri Debray; Hannes Taubenböck; Jota Samper (JURSE, 2025)

Towards a Spatial Measure of SDG 11.1.1: Open Data for Urban Deprivation Mapping. - Sai Ganesh Veeravalli; Florencio Campomanes V; Sebastian Hafner; Stefanos Georganos; Monika Kuffer; John Friesen; Dana R. Thomson; Robert Ndugwa; Dennis Mwaniki; Ángela Abascal; Peter Elias 002; Tobi Eniolu Morakinyo; et al. (JURSE, 2025)