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Proceedings Paper

Video fire detection based on three-state Markov modal and fractal dimension calculation
Author(s): Bo Lei; Zhijie Zhang; Chensheng Wang
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Paper Abstract

Fire detection based on video surveillance is a very effective method for large area outdoor fire prevention, but the unpredictable place and time makes automatic fire detection a difficult problem. This paper adopts a loose color selection and frame differential to narrow down possible fire regions, where every pixel’s temporal color variations are analyzed by 3-state Markov modals. One of the Markov modal is used for brightness variation examination and the other one is used for fire color likeness that is measured by color difference. In order to eliminate false detections, the fractal dimension calculation and texture match are performed. Experimental results prove the proposed method is feasible and suitable for outdoor or indoor fire detection in surveillance videos.

Paper Details

Date Published: 30 November 2012
PDF: 10 pages
Proc. SPIE 8558, Optoelectronic Imaging and Multimedia Technology II, 85580B (30 November 2012); doi: 10.1117/12.999672
Show Author Affiliations
Bo Lei, Huazhong Institute of Electro-Optics (China)
Zhijie Zhang, Huazhong Institute of Electro-Optics (China)
Chensheng Wang, Huazhong Institute of Electro-Optics (China)


Published in SPIE Proceedings Vol. 8558:
Optoelectronic Imaging and Multimedia Technology II
Tsutomu Shimura; Guangyu Xu; Linmi Tao; Jesse Zheng, Editor(s)

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