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cs.CV2025
Two-Stage Framework for Efficient UAV-Based Wildfire Video Analysis with Adaptive Compression and Fire Source Detection
Yanbing Bai, Rui-Yang Ju, Lemeng Zhao +4
Unmanned Aerial Vehicles (UAVs) have become increasingly important in disaster emergency response by facilitating aerial video analysis. Due to the limited computational resources…
cs.CV2024
Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring
Lemeng Zhao, Junjie Hu, Jianchao Bi +3
In recent years, unmanned aerial vehicles (UAVs) have played an increasingly crucial role in supporting disaster emergency response efforts by analyzing aerial images. While curren…
cs.CV2024
Flood Data Analysis on SpaceNet 8 Using Apache Sedona
Yanbing Bai, Zihao Yang, Jinze Yu +4
With the escalating frequency of floods posing persistent threats to human life and property, satellite remote sensing has emerged as an indispensable tool for monitoring flood haz…