Sabine Vanhuysse
Orcid: 0000-0001-6226-1968
According to our database1,
Sabine Vanhuysse
authored at least 24 papers
between 2015 and 2023.
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Bibliography
2023
Mapping urban deprivation from Sentinel 1/2 using artificial intelligence and weakly labelled data.
Proceedings of the Joint Urban Remote Sensing Event, 2023
2022
Comput. Environ. Urban Syst., 2022
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas.
Comput. Environ. Urban Syst., 2022
2021
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.
Remote. Sens., 2021
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf., 2021
Gridded Urban Deprivation Probability from Open Optical Imagery and Dual-Pol Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Extracting Urban Deprivation Indicators Using Superspectral Very-High-Resolution Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
The Role of Earth Observation in an Integrated Deprived Area Mapping "System" for Low-to-Middle Income Countries.
Remote. Sens., 2020
2019
Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery.
Remote. Sens., 2019
Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information.
Remote. Sens., 2019
Improving Urban Population Distribution Models with Very-High Resolution Satellite Information.
Data, 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
Mapping slums and model population density using earth observation data and open source solutions.
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.
Proceedings of the Joint Urban Remote Sensing Event, 2019
2018
Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis.
Remote. Sens., 2018
Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images.
Remote. Sens., 2018
Very High Resolution Object-Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting.
IEEE Geosci. Remote. Sens. Lett., 2018
Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics.
ISPRS Int. J. Geo Inf., 2018
2017
An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification.
Remote. Sens., 2017
Contribution of nDSM derived from VHR stereo imagery to urban land-cover mapping in Sub-Saharan Africa.
Proceedings of the Joint Urban Remote Sensing Event, 2017
2015
Crater Detection using CGC - A New Circle Detection Method.
Proceedings of the ICPRAM 2015, 2015