Target-Tracking Based Early Fire Smoke Detection in Video

被引：13
|
作者：
Wei, Zheng [1 ]
Wang, Xingang [1 ]
An, Wenchuan [1 ]
Che, Jianfeng [1 ]
机构：
[1] Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
来源：
PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS (ICIG 2009) | 2009年
关键词：
D O I：
10.1109/ICIG.2009.173
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The paper proposed a target-tracking based fire smoke detection method for early fire-alarming system at large or open space. The method utilizes an improved Gaussian mixture model positioning algorithm, an efficient target tracking algorithm as well as three effective static and dynamic smoke visual features: brightness consistency, motion accumulation and spread. Finally, an algorithm combined temporal and spatial information to assess the fire alarm algorithm is implemented by considering the performance requirements of the fire-alarming system. Experimental results show that the method has low time complexity and is able to rule out the major interference sources.
引用
收藏
页码：172 / 176
页数：5
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