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Design and Implementation of Embedded Driver Fatigue Monitor System

机译:嵌入式驾驶员疲劳监控系统的设计与实现

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In order to improve the performance of embedded driver fatigue monitor system, this article designed and implemented a new system based on Soc. This design adopts the ARM as the core processor which is connected to other peripheral by FPGA. The system also uses the embedded Linux to run the main algorithm which consists two Haar-Adaboost classifier to locate the eyes and classify the status of eye by support victor machine. At last by using PERCLOS standard the system will judge whether the driver is fatigue. Experimental results show that the system has a good real-time performance and the processing rate can reach 25 frames per second.
机译:为了提高嵌入式驱动器疲劳监控系统的性能,本文设计并实现了基于SoC的新系统。这种设计采用臂作为核心处理器,该芯处理器通过FPGA连接到其他外围设备。该系统还使用嵌入式Linux来运行由两个Haar-Adaboost分类器的主算法来定位眼睛并通过支持VICTOR机器对眼睛的状态进行分类。最后通过使用Perclos标准,系统将判断驾驶员是否疲劳。实验结果表明,该系统具有良好的实时性能,处理速率可以达到每秒25帧。

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