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Image Processing-Based Fire Detection System Using Statistic Color Model

Image Processing-Based Fire Detection System Using Statistic Color Model,10.1109/ALPIT.2008.49,Bo-ho Cho,Jong-wook Bae,Sung-hwan Jung

Image Processing-Based Fire Detection System Using Statistic Color Model   (Citations: 3)
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Most of fire detection system used the heuristic fixed threshold values in their specific methods. However, input images may be changed, in general, so the heuristic fixed threshold values used in the fire detection systems might be modified on a case by case basis. In this paper, an automatic fire detection system without the heuristic fixed threshold values was studied. We presented an automatic method using the statistical color model and the binary background mask. We did the experiment using 600 frames from 6 typical different fire video clips. As the experimental results the proposed method showed a good performance of about average 85% detection rate without false positive, compared with the other methods with the heuristic fixed threshold values.
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    • ...Bo-Ho Cho et al. proposed fire detection method of using the statistical threshold values and Binary Background Mask [3]...
    • ...Some methods, such as Turgay Çelik et al. proposed a fuzzy logic enhanced approach based on YCbCr color space to discriminate the fire pixels from non fire pixels [1], Wen-Bing Homg et al. proposed a fire flame features extracted method based on HSI color model [2], and Bo-Ho Cho et al. proposed flame detection method based on RGB color space and HSI color model [3]...
    • ...HSI and RGB color model, the HSI color model is adopted in this paper to detect fire-like regions because it is matched the human visual system, and the fire pixels color can be easy clustered in HSI color space, illustrated as figure 1. And the HSI rule is expressed as formula (1) [2], and the RGB rule is showed in formula (2) [3]...

    Hong Jinet al. A fire and flame detecting method based on video

    • ...Wavelet Domaine Analysis … - Détection du feu avec le seuil dynamique [5] : Le seuil peut changé dans chaque image...
    • ...Cette méthode est présente dans [5]...
    • ...- Dans l’article orginale [5], cette méthode traite avec le vidéo...

    Alain BOUCHER. Sujet : Reconnaissance de feux dans les images

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