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A Road Sign Detection and Recognition System for Mobile Devices

机译:用于移动设备的路标检测和识别系统

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We present an automatic road sign detection and recognition service system for mobile devices. The system is based on a client-server architecture which allows mobile users to take pictures of road signs and request detection and recognition service from a centralized server for processing. The preprocessing, detection and recognition take place at the server end and consequently, the result is sent back to the mobile device. For road sign detection, we use particular color features calculated from the input image. Recognition is implemented using a neural network based on normalized color histogram features. We report on the effects of various parameters on recognition accuracy. Our results demonstrate that the system can provide an efficient framework for locale-dependent road sign recognition with multilingual support.
机译:我们提出了一种针对移动设备的自动路标检测和识别服务系统。该系统基于客户端-服务器架构,该架构允许移动用户为路标拍照并向中央服务器请求检测和识别服务以进行处理。预处理,检测和识别在服务器端进行,结果将结果发送回移动设备。对于路标检测,我们使用根据输入图像计算出的特定颜色特征。使用基于归一化颜色直方图特征的神经网络来实现识别。我们报告了各种参数对识别准确性的影响。我们的结果表明,该系统可以为基于语言环境的路标识别提供有效的框架,并提供多语言支持。

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