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S. Saraswathi

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Conference Open access Sep 2026

A Comprehensive Survey on Intelligent Approaches for Early Forest Fire Detection: Deep Learning, IoT, UAVs, Remote Sensing and Explainable AI

A thorough overview of the latest intelligent solutions for early forest-fire detection is provided, focusing on fire and smoke recognition in images, machine learning and deep learning models, object detection and segmentation, UAV-based surveillance, the IoT sensor network, satellite remote sensing, multimodal data f...

S. Saraswathi, A. Manikandan · 0 citations

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