An object-based deep learning model estimates building heights from single COSMO-SkyMed SAR images plus building footprints, reaching about 2.20 m MAE in Munich under leave-one-city-out evaluation.
U-Net: Convolutional networks for biomedical image segmentation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
An Object-Based Deep Learning Approach for Building Height Estimation from Single SAR Images
An object-based deep learning model estimates building heights from single COSMO-SkyMed SAR images plus building footprints, reaching about 2.20 m MAE in Munich under leave-one-city-out evaluation.