A two-stage physics-guided framework synthesizes soft-boundary shadow pairs and performs cascaded umbra-penumbra deshadowing, generalizing from synthetic aerospace data to real imagery.
UnravelNet: A backbone for enhanced multi-scale and low- quality feature extraction in remote sensing object detection,
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AeroDeshadow: Physics-Guided Shadow Synthesis and Penumbra-Aware Deshadowing for Aerospace Imagery
A two-stage physics-guided framework synthesizes soft-boundary shadow pairs and performs cascaded umbra-penumbra deshadowing, generalizing from synthetic aerospace data to real imagery.