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

Previous Articles     Next Articles

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

RICH HTML

0   

PDF (PC)

683

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.
[1] LIU Fu,ZONG Yu-xuan,KANG Bing,ZHANG Yi-meng,LIN Cai-xia,ZHAO Hong-wei. Dorsal hand vein recognition system based on optimized texture features [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1844-1850.
[2] WANG Li-min,LIU Yang,SUN Ming-hui,LI Mei-hui. Ensemble of unrestricted K-dependence Bayesian classifiers based on Markov blanket [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1851-1858.
[3] JIN Shun-fu,WANG Bao-shuai,HAO Shan-shan,JIA Xiao-guang,HUO Zhan-qiang. Synchronous sleeping based energy saving strategy of reservation virtual machines in cloud data centers and its performance research [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1859-1866.
[4] ZHAO Dong,SUN Ming-yu,ZHU Jin-long,YU Fan-hua,LIU Guang-jie,CHEN Hui-ling. Improved moth-flame optimization method based on combination of particle swarm optimization and simplex method [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1867-1872.
[5] LIU En-ze,WU Wen-fu. Agricultural surface multiple feature decision fusion disease judgment algorithm based on machine vision [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1873-1878.
[6] OUYANG Dan-tong, FAN Qi. Clause-level context-aware open information extraction [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1563-1570.
[7] LIU Fu, LAN Xu-teng, HOU Tao, KANG Bing, LIU Yun, LIN Cai-xia. Metagenomic clustering method based on k-mer frequency optimization [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1593-1599.
[8] GUI Chun, HUANG Wang-xing. Network clustering method based on improved label propagation algorithm [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1600-1605.
[9] LIU Yuan-ning, LIU Shuai, ZHU Xiao-dong, CHEN Yi-hao, ZHENG Shao-ge, SHEN Chun-zhuang. LOG operator and adaptive optimization Gabor filtering for iris recognition [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1606-1613.
[10] CHE Xiang-jiu, WANG Li, GUO Xiao-xin. Improved boundary detection based on multi-scale cues fusion [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1621-1628.
[11] ZHAO Hong-wei, LIU Yu-qi, DONG Li-yan, WANG Yu, LIU Pei. Dynamic route optimization algorithm based on hybrid in ITS [J]. 吉林大学学报(工学版), 2018, 48(4): 1214-1223.
[12] HUANG Hui, FENG Xi-an, WEI Yan, XU Chi, CHEN Hui-ling. An intelligent system based on enhanced kernel extreme learning machine for choosing the second major [J]. 吉林大学学报(工学版), 2018, 48(4): 1224-1230.
[13] FU Wen-bo, ZHANG Jie, CHEN Yong-le. Network topology discovery algorithm against routing spoofing attack in Internet of things [J]. 吉林大学学报(工学版), 2018, 48(4): 1231-1236.
[14] CAO Jie, SU Zhe, LI Xiao-xu. Image annotation method based on Corr-LDA model [J]. 吉林大学学报(工学版), 2018, 48(4): 1237-1243.
[15] HOU Yong-hong, WANG Li-wei, XING Jia-ming. HTTP-based dynamic adaptive streaming video transmission algorithm [J]. 吉林大学学报(工学版), 2018, 48(4): 1244-1253.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright © Journal of Jilin University(Engineering and Technology Edition), All Rights Reserved.
Tel: +86-431-85095297　Fax: +86-431-85094074　E-mail: xbgxb@jlu.edu.cn
Powered by Beijing Magtech Co. Ltd