Volume 8 Number 12 (Dec. 2013)
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JCP 2013 Vol.8(12): 3264-3271 ISSN: 1796-203X
doi: 10.4304/jcp.8.12.3264-3271

Research of Flame Detection on Visual Saliency Method

Junling Liu1, 2, Hongwei Zhao1, Tianjiao Zhao1
1College of Computer Science and Technology,Jilin University, Changchun,130012 ,China
2Department of Information Engineering ,Jilin Teacher’s Institute of Engineering and Technology, Changchun, 130052, China


Abstract—In order to improve the fire detection efficiency of large-scale and complex environment, the paper built a model of flame detection on visual selective attention method. In this model, saliency regions are obtained by Fourier spatial and temporal spectral residual, saliency objects are generated by using a object detection method based on the weight of the color space clustering, and saliency points are found by difference block inverse probability .According to the rules of flame’s color we can judge the risk of fire. The experimental results show that the flame detecting method can find different flames in wild scenes ,and it is very accurate, effective and robust.

Index Terms—Flame Detection, Selective Attention, Fft, Spectral Residual, Saliency, Kmeans Segment, Dbip.

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Cite: Junling Liu, Hongwei Zhao, Tianjiao Zhao, "Research of Flame Detection on Visual Saliency Method," Journal of Computers vol. 8, no. 11, pp. 3264-3271, 2013.

General Information

ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Monthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO,  ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, CNKI,etc
E-mail: jcp@iap.org
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