Stefanos Georganos

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 26

Top Topics

Remote Sensing Data

Unsupervised Segmentation

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. JURSE (2023)
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. CoRR (2023)
Ángela Abascal, Ignacio Rodríguez-Carreño, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Eléonore Wolff, Monika Kuffer
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas. Comput. Environ. Urban Syst. 95 (2022)
Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse
On the knowledge gain of urban morphology from space. Comput. Environ. Urban Syst. 95 (2022)
Stefanos Georganos, Stamatis Kalogirou
A Forest of Forests: A Spatially Weighted and Computationally Efficient Formulation of Geographical Random Forests. ISPRS Int. J. Geo Inf. 11 (9) (2022)
Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban
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 114 (2022)
Aynaz Lotfata, Stefanos Georganos, Stamatis Kalogirou, Marco Helbich
Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA. ISPRS Int. J. Geo Inf. 11 (11) (2022)
Camille Morlighem, Celia Chaiban, Stefanos Georganos, Oscar Brousse, Jonas Van de Walle, Nicole P. M. van Lipzig, Eléonore Wolff, Sébastien Dujardin, Catherine Linard
The Multi-Satellite Environmental and Socioeconomic Predictors of Vector-Borne Diseases in African Cities: Malaria as an Example. Remote. Sens. 14 (21) (2022)
Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello
EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards. IGARSS (2021)
Coraline Wyard, Benjamin Beaumont, Taïs Grippa, Stefanos Georganos, Eric Hallot
UAVs for Fine-Scale Open-Source Landfill Mapping. IGARSS (2021)
Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer
Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery. IGARSS (2021)
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Sabine Vanhuysse, Stefanos Georganos, Monika Kuffer, Taïs Grippa, Moritz Lennert, Eléonore Wolff
Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data. IGARSS (2021)
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
Towards user-driven earth observation-based slum mapping. Comput. Environ. Urban Syst. 89 (2021)
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
Geo-Ethics in Slum Mapping. IGARSS (2021)
Stefanos Georganos, Ángela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse
Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya. Remote. Sens. 13 (24) (2021)
Stefanos Georganos, Taïs Grippa, Assane Gadiaga, Sabine Vanhuysse, Stamatis Kalogirou, Moritz Lennert, Catherine Linard
An Application of Geographical Random Forests for Population Estimation in Dakar, Senegal using Very-High-Resolution Satellite Imagery. JURSE (2019)
Stefanos Georganos, Assane Gadiaga, Catherine Linard, Taïs Grippa, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff, Sébastien Dujardin, Moritz Lennert
Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information. Remote. Sens. 11 (21) (2019)
Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff
Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery. Remote. Sens. 11 (5) (2019)
Taïs Grippa, Stefanos Georganos, Sabine Vanhuysse, Moritz Lennert, Nicholus Mboga, Eléonore Wolff
Mapping slums and model population density using earth observation data and open source solutions. JURSE (2019)
Taïs Grippa, Catherine Linard, Moritz Lennert, Stefanos Georganos, Nicholus Mboga, Sabine Vanhuysse, Assane Gadiaga, Eléonore Wolff
Improving Urban Population Distribution Models with Very-High Resolution Satellite Information. Data 4 (1) (2019)
Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff
Weakly supervised fully convolutional networks using OBIA classification output. JURSE (2019)
Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff
Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images. Remote. Sens. 10 (9) (2018)
Taïs Grippa, Stefanos Georganos, Soukaina Zarougui, Pauline Bognounou, Eric Diboulo, Yann Forget, Moritz Lennert, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff
Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics. ISPRS Int. J. Geo Inf. 7 (7) (2018)
Stefanos Georganos, Taïs Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni, Eléonore Wolff
Very High Resolution Object-Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Stefanos Georganos, Moritz Lennert, Taïs Grippa, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff
Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis. Remote. Sens. 10 (2) (2018)