Toward Intelligent Earth Observation: Hierarchical Feature Fusion and a Drone Dataset for UAV-Based Fire Detection

In autonomous aerial vehicles (AAV)-based monitoring and remote sensing, early fire detection remains challenging due to the complex appearance, scale variation, and spatial ambiguity of fire scenes. Existing deep networks often rely heavily on feature maps from preceding layers, which can weaken fi...

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Bibliographic Details

Main Authors:	Sufyan Danish, Samee Ullah Khan, L. Minh Dang, Hyoung-Kyu Song, Hyeonjoon Moon
Format:	Artigo
Language:	Inglês
Published:	IEEE 2026-01-01
Series:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:	Autonomous aerial vehicles dataset deep learning disaster monitoring fire detection hierarchical feature fusion remote sensing
Online Access:	https://ieeexplore.ieee.org/document/11557121/
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