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The design and implementation of fire smoke detection system based on FPGA

机译:基于FPGA的火灾烟雾探测系统的设计与实现

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This paper uses modular method to design smoke detection system. On the basis of the requirement analysis, the paper designs and implements all the modules, including image capture module, SDRAM data buffer module, image display module and smoke detection module. Among them the smoke detection module is the core of the system, which decides the performance of the system. Using a synergistic manner through software and hardware, the smoke detection module is realized. First of all, using the algorithm of frame difference, erosion and dilation, it realizes suspected smoke area extraction with hardware description language. This method ensures to process real-time sequential image. And then we detect the suspected smoke areas with smoke dynamic features including smoke area rising feature and smoke regional stability feature. Finally, the paper builds smoke detect module using SOPC Builder, which reads image data captured by CMOS image sensor monitors into SRAM. Based on smoke detect hardware module this paper realizes smoke background fuzzy characteristics based on the 2d discrete wavelet transform in Nios II IDE environment. After a period of debugging and running, the system realizes real-time smoke detection.
机译:本文采用模块化方法设计了烟雾探测系统。在需求分析的基础上,本文设计并实现了所有模块,包括图像捕获模块,SDRAM数据缓冲模块,图像显示模块和烟雾检测模块。其中,烟雾检测模块是系统的核心,它决定了系统的性能。通过软件和硬件以协同方式实现烟雾检测模块。首先,利用帧差,腐蚀和膨胀算法,用硬件描述语言实现了可疑烟雾区域的提取。该方法确保处理实时顺序图像。然后,我们利用烟雾动态特征(包括烟雾区域上升特征和烟雾区域稳定性特征)来检测可疑烟雾区域。最后,本文使用SOPC Builder构建烟雾检测模块,该模块将CMOS图像传感器监视器捕获的图像数据读取到SRAM中。本文基于烟雾检测硬件模块,在Nios II IDE环境中基于二维离散小波变换实现了烟雾背景的模糊特性。经过一段时间的调试和运行,系统实现了实时烟雾探测。

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