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.
Exploitation of Sentinel-2 time series to map burned areas at the national level: A case study on the 2017 Italy wildfires
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.