Analysis of false alarm causes in video fire detection systems

Michał Mazur, Michał Wiśnios, Jacek Paś
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Abstract

Video-based fire detection systems represent an innovative path in fire signalling. Thanks to a suitably designed algorithm, a system of this kind can enable the detection of a flame based on its characteristics such as colour or shape, which were not previously used in classical fire detection systems. Video-based detection systems, due to their early stage of development in the fire protection market, are not yet a certified, fully tested method for early fire detection. This paper focuses on the analysis of possible causes of false alarms occurring in video-based fire detection systems in relation to classical Fire Alarm Systems (FAS). For this purpose, a video-based flame detection algorithm is designed and implemented to further analyse the phenomena occurring in such systems.
视频火灾探测系统虚警原因分析
基于视频的火灾探测系统代表了火灾信号的创新途径。由于采用了适当设计的算法,这种系统可以根据火焰的颜色或形状等特征来检测火焰,而传统的火灾探测系统以前没有使用这些特征。基于视频的探测系统,由于其在消防市场的早期发展阶段,尚未成为一种经过认证、经过充分测试的早期火灾探测方法。本文针对传统的火灾报警系统(FAS),着重分析了视频火灾探测系统发生误报的可能原因。为此,设计并实现了一种基于视频的火焰检测算法,以进一步分析此类系统中发生的现象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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