Fire detection using statistical color model in video sequences

@article{elik2007FireDU,
  title={Fire detection using statistical color model in video sequences},
  author={Turgay Çelik and Hasan Demirel and H{\"u}seyin {\"O}zkaramanli and Mustafa Uyguroglu},
  journal={J. Visual Communication and Image Representation},
  year={2007},
  volume={18},
  pages={176-185}
}
In this paper, we propose a real-time fire-detector that combines foreground object information with color pixel statistics of fire. Simple adaptive background model of the scene is generated by using three Gaussian distributions, where each distribution corresponds to the pixel statistics in the respective color channel. The foreground information is extracted by using adaptive background subtraction algorithm, and then verified by the statistical fire color model to determine whether the… CONTINUE READING

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