A Method of Fire and Smoke Detection Based on Surendra Background and Gray Bitmap Plane Algorithm

Liu Jinlan, Wang Lin, Zhang Ruliang, Huang Chengquan, Rao Yan
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引用次数: 6

Abstract

Fire and smoke detection is an important technology in the fire monitoring system. This paper presents a method of fire and smoke detection based on Surendra background and gray bitmap plane algorithm. In our method, the dynamic background based on Otsu adaptive threshold and Surendra background first is modeled, and then the moving target is extracted by the continuous cumulative average of moving target area and the mathematical morphology processing method, the smoke area is extracted by color feature, and finally the fire area is extracted by OHTA color space and gray bitmap plane algorithm. The experimental results show that our method can effectively detect the fire area in the moving vehicle scene, the red plastic bag waving scene, the red balloon fluttering scene, or the moving vehicle similar to fire color.
基于Surendra背景和灰度位图平面算法的火灾和烟雾检测方法
火灾和烟雾探测是火灾监控系统中的一项重要技术。提出了一种基于Surendra背景和灰度位图平面算法的火灾和烟雾检测方法。该方法首先对基于Otsu自适应阈值和Surendra背景的动态背景进行建模,然后采用运动目标区域连续累积平均和数学形态学处理方法提取运动目标,通过颜色特征提取烟雾区域,最后采用OHTA颜色空间和灰度位图平面算法提取火灾区域。实验结果表明,该方法可以有效地检测出移动车辆场景、红色塑料袋挥舞场景、红色气球飘动场景以及与火焰颜色相似的移动车辆的火灾区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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