A New Hybrid Feature Extraction Method Based on Accurate Motion Area

Mengxin Li, Weijing Xu, Ke Xu, Jingjing Fan, Dingding Hou
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Abstract

As the effect of fire detection can be severely affected by the following two problems: the extraction of moving target area with low accuracy and fire detection with a single feature, this paper puts forward a new method of moving target detection, then analyzes and extracts the features of flame, such as color, energy, flashing, and contour features. So whether there is a fire occur in the motion area can be detected exactly. Experimental results show that the proposed fire detection method can reduce the error rate, improve the real-time and anti-interference ability.
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一种基于精确运动区域的混合特征提取方法
针对运动目标区域提取精度低和火灾探测特征单一严重影响火灾探测效果的问题,本文提出了一种新的运动目标探测方法,对火焰的颜色、能量、闪烁、轮廓特征等特征进行分析和提取。因此,可以准确地检测到运动区域是否发生火灾。实验结果表明,所提出的火灾探测方法可以降低误差率,提高实时性和抗干扰能力。
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