计算机视觉火灾探测系统的设计与实现

X. Hong, Wei Wang, Quanli Liu
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引用次数: 4

摘要

近年来,基于视觉的目标定位技术在计算机视觉领域受到了广泛的关注。该定位技术具有速度快、精度高、定位结果稳定可靠等优点。因此,它在机器人技术、军事侦察、地理调查和野外测量等领域发挥着重要作用。本文以定位技术为基础,设计了一种以DM816x微处理器(处理模块)和带红外滤波器的CCD摄像机(采集模块)为核心的嵌入式视觉系统,实现了对火灾的识别和定位。通过某仓库200组实验,该火灾探测系统报警准确率超过98%,火灾定位精度远高于中国国家标准。此外,提出了一种由火灾探测器和水炮组成的自动灭火系统,当探测到火灾时自动灭火。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Realization of Fire Detection Using Computer Vision Technology
Recently, vision-based target positioning technology has received considerable attention in the field of computer vision. The positioning technology has many advantages such as faster speed, higher accuracy and more stable and reliable positioning results. Therefore, it plays an important role in the fields of robot technology, military reconnaissance, geographic survey and field measurement. Based on the positioning technology, the paper designs an embedded vision system with DM816x microprocessor (the processing module) and CCD camera equipped with an infrared filter (the acquisition module), which realizes the recognition and positioning of the fire. Moreover, with 200 groups of experiments in a warehouses, the fire detection system has an alarm accuracy rate over 98%, and positioning accuracy of fire is far higher than the national standard of China. In addition, an automatic fire protection system is proposed, which consists of the fire detector and the water cannon, then it can automatically extinguish the fire when a fire is detected.
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