Combining four hand-picked three-band views of Sentinel-2 imagery through a pre-trained DINOv2 encoder and a Bayesian ridge head slightly improves child-poverty prediction over RGB-only and unstructured multi-spectral baselines.
Remote sensing image scene classification meets deep learning: Challenges, methods, benchmarks, and op- portunities
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Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote Sensing
Combining four hand-picked three-band views of Sentinel-2 imagery through a pre-trained DINOv2 encoder and a Bayesian ridge head slightly improves child-poverty prediction over RGB-only and unstructured multi-spectral baselines.