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What is Cross-Sensor Bushfire Detection Using Supervised Domain Adaptation about?

This study presents a supervised domain adaptation framework using Deep CORrelation ALignment (Deep CORAL) to enhance bushfire detection across different satellite sensors, specifically from Landsat-8 to Sentinel-2. The proposed method significantly improves model performance, achieving a F1-score of 97% and overall accuracy of 97% on Sentinel-2 data, compared to a baseline model

Author

Imtiaj Hossain Saikat

Language

EN