Stefanos Georganos

33 papers C 9Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparative Analysis of Manual Slum Identification Using Satellite Data: A Case Study of Medellin, Colombia.
JURSE
John Friesen, Nicolas Johannes Kraff, Monika Kuffer, Stefanos Georganos, Henri Debray, Hannes Taubenböck, Jota Samper
2025 — conf
Towards a Spatial Measure of SDG 11.1.1: Open Data for Urban Deprivation Mapping.
JURSE
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, Tobi Eniolu Morakinyo, Julio Cesar Pedrassoli, Gabriel de Oliveira, Anthony Boanada-Fuchs, Boris Zerjav, Juan Manuel D'Attoli
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
Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique.
IGARSS
Manuel Nhangumbe, Andrea Nascetti, Yifang Ban, Stefanos Georganos
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
2024 J jnl
Spatial machine learning for predicting physical inactivity prevalence from socioecological determinants in Chicago, Illinois, USA.
J. Geogr. Syst.
Aynaz Lotfata, Stefanos Georganos
2023 — conf
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda.
JURSE
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
2023 J jnl
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda.
CoRR
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
2022 J jnl
A Forest of Forests: A Spatially Weighted and Computationally Efficient Formulation of Geographical Random Forests.
ISPRS Int. J. Geo Inf.
Stefanos Georganos, Stamatis Kalogirou
2022 J jnl
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments.
Int. J. Appl. Earth Obs. Geoinformation
Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban
2022 J jnl
Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA.
ISPRS Int. J. Geo Inf.
Aynaz Lotfata, Stefanos Georganos, Stamatis Kalogirou, Marco Helbich
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
2022 J jnl
The Multi-Satellite Environmental and Socioeconomic Predictors of Vector-Borne Diseases in African Cities: Malaria as an Example.
Remote. Sens.
Camille Morlighem, Celia Chaiban, Stefanos Georganos, Oscar Brousse, Jonas Van de Walle, Nicole P. M. van Lipzig, Eléonore Wolff, Sébastien Dujardin, Catherine Linard
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
2021 C conf
UAVs for Fine-Scale Open-Source Landfill Mapping.
IGARSS
Coraline Wyard, Benjamin Beaumont, Taïs Grippa, Stefanos Georganos, Eric Hallot
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