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Efficient algorithm for automatic road sign recognition and its hardware implementation

机译:高效路标自动识别算法及其硬件实现

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The automatic detection of road signs is an application that alerts the vehicle's driver of the presence of signals and invites him to react on time in the aim to avoid potential traffic accidents. This application can thus improve the road safety of persons and vehicles traveling in the road. Several techniques and algorithms allowing automatic detection of road signs are developed and implemented in software and do not allow embedded application. We propose in this work an efficient algorithm and its hardware implementation in an embedded system running in real time. In this paper we propose to implement the application of automatic recognition of road signs in real time by optimizing the techniques used in different phases of the recognition process. The system is implemented in a Virtex4 FPGA family which is connected to a camera mounted in the moving vehicle. The system can be integrated into the dashboard of the vehicle. The performance of the system shows a good compromise between speed and efficiency.
机译:道路标志的自动检测是一种应用程序,可警告车辆驾驶员信号的存在,并邀请他及时做出反应,以避免潜在的交通事故。因此,该应用可以改善在道路上行驶的人员和车辆的道路安全。允许自动检测道路标志的几种技术和算法已在软件中开发和实现,并且不允许嵌入式应用程序。我们在这项工作中提出了一种在实时运行的嵌入式系统中的高效算法及其硬件实现。在本文中,我们建议通过优化识别过程不同阶段中使用的技术,来实现实时路标自动识别的应用。该系统在Virtex4 FPGA系列中实现,该系列与安装在行驶中的车辆上的摄像头相连。该系统可以集成到车辆的仪表板中。系统的性能显示了速度和效率之间的良好折衷。

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