Sebastian Hafner

DS_UNet. [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.

ContUrbanCD. [TGRS] Continuous urban change detection from satellite image time series

DDA_UrbanExtraction. [RSE] Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data

SiameseSSL. [IGRSS] Urban change detection with a Dual-Task Siamese network and semi-supervised learning

DisasterAdaptiveNet. Python

urban_change_detection. Python

SemiSupervisedMultiModalCD. [RS] Semi-supervsed urban change detection with multi-modal Sentinel-1 SAR and Sentinel-2 MSI data.

DDA_PopulationMapping. [JAG] Deep learning-based population mapping from Earth observation data in Sub-Saharan Africa

multimodal_siamese_cd. Python

PopulationGrowthMapping_Kigali. Population Growth Mapping in Kigali using bi-temporal Sentinel-2 data and a Siamese network trained with weak supervision at the census level

gee_download. Python

AG2413_project. Urban change detection for Sentinel-2 MSI imagery using a Siamese Network