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Video driven fire spread forecasting (f) using multi-modal LWIR and visual flame and smoke data

机译:使用多模式LWIR和可视火焰和烟雾数据的视频驱动的火灾蔓延预测(f)

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摘要

Being able to model and forecast the fire can help emergency services to work more efficiently and save lives. However, the calculations with current fire modeling techniques, such as CFD and zone models, still take too long and valuable time is often lost. Using the video driven fire spread forecasting methodology proposed in this paper, which is able to give real-time information about the state of the environment, model-based predictions of the future state of a fire can be improved and accelerated. By combining the information about the fire from models and real-time multi-modal LWIR and visual flame and smoke data an estimate of the fire can be produced that is better than could be obtained from using the model or the data alone.
机译:能够对火灾进行建模和预测可以帮助应急服务更有效地工作并挽救生命。但是,使用当前的火灾建模技术(例如CFD和区域模型)进行的计算仍然需要太长时间,并且常常会浪费宝贵的时间。使用本文提出的视频驱动的火势蔓延预测方法,该方法能够提供有关环境状态的实时信息,可以改进和加速基于模型的火势未来预测。通过将来自模型和实时多模式LWIR的火灾信息与可视火焰和烟雾数据进行组合,可以得出火灾的估计值,其结果要好于仅使用模型或数据所获得的估计值。

著录项

  • 来源
    《Pattern recognition letters》 |2013年第1期|62-69|共8页
  • 作者单位

    ELIS Department, Multimedia Lab, Ghent University - IBBT, Caston Crommenlaan 8, Bus 201, B-9050 Ledeberg-Ghent, Belgium;

    ELIS Department, Multimedia Lab, Ghent University - IBBT, Caston Crommenlaan 8, Bus 201, B-9050 Ledeberg-Ghent, Belgium;

    ELIS Department, Multimedia Lab, Ghent University - IBBT, Caston Crommenlaan 8, Bus 201, B-9050 Ledeberg-Ghent, Belgium;

    ELIT Lab, University College West Flanders, Ghent University Association, Graaf Karel de Goedelaan 5, 8500 Kortrijk, Belgium;

    Warringtonfiregent (WFRGent NV), Ottergemsesteenweg 711, B-9000 Ghent, Belgium;

    Department of Flow, Heat and Combustion Mechanics, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium;

    ELIS Department, Multimedia Lab, Ghent University - IBBT, Caston Crommenlaan 8, Bus 201, B-9050 Ledeberg-Ghent, Belgium;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    video analysis; multi-modal data fusion; fire forecasting; data assimilation; fire modeling;

    机译:视频分析;多模式数据融合;火灾预测;数据同化消防造型;

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