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Cost-Efficient Traffic Sign Detection Relying on Smart Mobile Devices

机译:依靠智能移动设备的具有成本效益的交通标志检测

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Neglect of the instructions of road traffic signs is one of the main contributing factors in road accidents. Smartphone traffic sign detection technology can offer significant information about the driving environment and increase driving comfort and traffic safety. It could also have interesting road inventory and maintenance applications. In this paper, we propose a driver assistance system for real-time detection of traffic signs on smartphone platforms using the OpenCV computer vision library. This technology uses the back camera of a smartphone to capture images of the driving environment and then uses advanced image processing functions to detect traffic signs. The field experiment on target traffic signs showed an 85% detection rate. The performance of the application may vary between devices with different processing power and camera quality.
机译:忽视道路交通标志的指示是造成道路交通事故的主要因素之一。智能手机交通标志检测技术可以提供有关驾驶环境的重要信息,并提高驾驶舒适性和交通安全性。它还可能具有有趣的道路清单和维护应用程序。在本文中,我们建议使用OpenCV计算机视觉库在智能手机平台上实时检测交通标志的驾驶员辅助系统。该技术使用智能手机的后置摄像头捕获驾驶环境的图像,然后使用高级图像处理功能来检测交通标志。对目标交通标志的野外实验显示出85%的检测率。在具有不同处理能力和相机质量的设备之间,应用程序的性能可能会有所不同。

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