Supervised domain adaptation is required for any functional building damage detection across disasters, reaching Macro-F1 0.5552 on unseen Ida-BD data when combined with unsharp masking.
Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data,
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Robust Building Damage Detection in Cross-Disaster Settings Using Domain Adaptation
Supervised domain adaptation is required for any functional building damage detection across disasters, reaching Macro-F1 0.5552 on unseen Ida-BD data when combined with unsharp masking.