RGB image-based hybrid model for automatic prediction of flashover in compartment fires

This paper proposes a novel hybrid model for flashover prediction in a compartment fire based on visual information from RGB images that are the same as those captured by regular vision cameras. The proposed model was developed as a research tool to study the feasibility of predicting flashover base...

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Veröffentlicht in:	Fire safety journal 2022-09, Vol.132, p.103629, Article 103629
Hauptverfasser:	Li, Yuchuan, Ko, Yoon, Lee, Wonsook
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Cameras Color imagery Deep neural networks Dual-attention generative adversarial network Feasibility studies Fire protection Fire safety Fire safety science Flashover Generative adversarial networks Image processing Mathematical models Neural networks Vision
Online-Zugang:	Volltext
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