Stefanos Georganos

According to our database, Stefanos Georganos authored at least 25 papers between 2018 and 2023.

Collaborative distances:

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

2023

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

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

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

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

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

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

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

UAVs for Fine-Scale Open-Source Landfill Mapping.

Coraline Wyard, Benjamin Beaumont, Taïs Grippa, Stefanos Georganos, Eric Hallot

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

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