An Efficient Forest Smoke Detection Approach Using Convolutional Neural Networks and Attention Mechanisms

This study explores a method of detecting smoke plumes effectively as the early sign of a forest fire. Convolutional neural networks (CNNs) have been widely used for forest fire detection; however, they have not been customized or optimized for smoke characteristics. This paper proposes a CNN-based...

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Detalles Bibliográficos
Main Authors: Quy-Quyen Hoang, Quy-Lam Hoang, Hoon Oh
Formato: Artigo
Idioma:English
Publicado: MDPI AG 2025-02-01
Series:Journal of Imaging
Subjects:
Acceso en liña:https://www.mdpi.com/2313-433X/11/2/67