吉林大学学报(工学版) ›› 2014, Vol. 44 ›› Issue (6): 1787-1792.doi: 10.13229/j.cnki.jdxbgxb201406038

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New algorithm of flame detection based on color features

GENG Qing-tian1, 2, YU Fan-hua2, ZHAO Hong-wei1, WANG Chuang1   

  1. 1.College of Computer Science and Technology, Jilin University, Changchun 130022, China;
    2.College of Computer Science and Technology, Changchun Normal University, Changchun 130032, China
  • Received:2013-04-12 Online:2014-11-01 Published:2014-11-01

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Abstract: Using computer vision techniques to achieve early fire detection is a hot research topic. In this paper, a candidate flame pixel classification algorithm is proposed based on color model. First, the features of the flame region in RGB and YCbCr color models are introduced. Then YCbCr model is used to build flame pixel detection model. In addition by converting the rules based on RGB color model into corresponding rules in YCbCr color model, new rules in YCbCr color model are developed, which can further alleviate the harmful effects of changing illumination. The method can be used for real-time fire detection.

Key words: computer application, pattern recognition, flame detection, color based rules

CLC Number: 

  • TP391.4
[1] Chen T, Wu P, Chiou Y.An early fire-detection method based on image processing[C]∥Procedings of IEEE International on Image Processing, 2004: 1707-1710.
[2] Toreyin B U, Dedeoglu Y, Cetin A E. Flame detection in video using hidden Markov models[C]∥Procedings of IEEE International Conference on Image Processing, 2005:1230-1233.
[3] Marbach G,Loepfe M,Brupbacher T.An image processing technique for fire detection in video images[J].Fire Safety Journal,2006,41:285-289.
[4] Celik T, Demirel H, Ozkaramanli H. Automatic fire detection in video sequences[C]∥Proceedings of European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, 2006.
[5] Poynton C A.A Technical Introduction to Digital Video[M].John Wiley & Sons Inc,1996:212-215.
[6] Green D M, Swets J M.Signal Detection Theory and Psychophysics[M].New York:Wiley,2011:327-329.
[7] Wild land Fire Operations Research Group[DB/OL].http://fire.feric.ca/index.htm.2006-8-11.
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