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ORCIDStefanos Georganos
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2020 – today
- 2024
[c13]Manuel Nhangumbe, Andrea Nascetti, Yifang Ban, Stefanos Georganos:
Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique. IGARSS 2024: 561-564- [c12]Ángela Abascal, Jon Wang, Monika Kuffer, Stefanos Georganos, Sabine Vanhuysse:
Heat Exposure of Deprivation Through Air Temperature Modelling. IGARSS 2024: 1156-1159 - [c11]Sabine Vanhuysse, Ángela Abascal, Stefanos Georganos, Jon Wang, Monika Kuffer:
ONEKANA: Modelling Thermal Inequalities in African Cities. IGARSS 2024: 1571-1575 - [c10]Sabine Vanhuysse, Ángela Abascal, Jon Wang, Stefanos Georganos, Monika Kuffer, Eléonore Wolff:
Semi-Supervised 'Soft' Extraction of Urban Types Associated with Deprivation. IGARSS 2024: 1581-1584 - 2023
- [c9]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: 1-4 - [i1]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 abs/2303.08511 (2023) - 2022
- [j16]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: 103013 (2022) - [j15]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): 471 (2022) - [j14]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): 550 (2022) - [j13]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): 5381 (2022) - [j12]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: 101820 (2022) - [j11]Jiong Wang, Stefanos Georganos, Monika Kuffer, Ángela Abascal, Sabine Vanhuysse:
On the knowledge gain of urban morphology from space. Comput. Environ. Urban Syst. 95: 101831 (2022) - 2021
- [j10]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): 523 (2021) - [j9]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): 4986 (2021) - [j8]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: 101681 (2021) - [c8]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: 2106-2109 - [c7]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: 2110-2113 - [c6]Stefanos Georganos, Sabine Vanhuysse, Ángela Abascal, Monika Kuffer:
Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery. IGARSS 2021: 2114-2117 - [c5]Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse:
Geo-Ethics in Slum Mapping. IGARSS 2021: 5700-5703 - [c4]Coraline Wyard, Benjamin Beaumont, Taïs Grippa, Stefanos Georganos, Eric Hallot:
UAVs for Fine-Scale Open-Source Landfill Mapping. IGARSS 2021: 8217-8220
2010 – 2019
- 2019
- [j7]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): 13 (2019) - [j6]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): 597 (2019) - [j5]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): 2543 (2019) - [c3]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: 1-4 - [c2]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: 1-4 - [c1]Nicholus Mboga, Stefanos Georganos, Taïs Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff:
Weakly supervised fully convolutional networks using OBIA classification output. JURSE 2019: 1-4 - 2018
- [j4]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): 246 (2018) - [j3]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): 607-611 (2018) - [j2]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): 222 (2018) - [j1]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): 1440 (2018)
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