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Proceedings Paper

Fire detection combining HSI model and improved codebook model
Author(s): Xiang-Yang Yu; Ming-Yu Gao; Zhi-Wei He
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Paper Abstract

The paper presents a fire detection method using HSI model and an improved Codebook model. Based on the statistical feature of fire, we can extract fire-like pixels with HSI model. Owing to the fact that fire is extending and flickering, we propose an improved Codebook model for background subtraction. As a result, moving objects (for example, fire, moving cars) can be detected. At last, utilizing a pixel fusion method, we add the dynamic and statistical fire-like pixels with different weighted values. Experimental results show that our fire detection algorithm is effective and robust.

Paper Details

Date Published: 8 July 2011
PDF: 5 pages
Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80090O (8 July 2011); doi: 10.1117/12.896490
Show Author Affiliations
Xiang-Yang Yu, Hangzhou Univ. of Electronic Science and Technology (China)
Ming-Yu Gao, Hangzhou Univ. of Electronic Science and Technology (China)
Zhi-Wei He, Hangzhou Univ. of Electronic Science and Technology (China)


Published in SPIE Proceedings Vol. 8009:
Third International Conference on Digital Image Processing (ICDIP 2011)
Ting Zhang, Editor(s)

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