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A Driver Warning System for the Android System

机译:Android系统的驾驶员警告系统

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摘要

Up until now, a lot of driving safety assistant systems have been developed. As to the low stability and precision, android system is confined in reality use. This paper aims at the real-time warning system based on android APR In order to decrease the traffic accident rate, a warning system based on video detection and android system is developed. The real-time visual detection and tracking approach benefit from Camshift and Kalman filter with frame differential in region of interest (ROI) can detect the vehicles successfully. With the direct linear transformation (DLT) calibration method, motion parameters are easily extracted. Besides, current images are collected and shown to the drivers involved in danger by APR With another APP the real latitude and longitude could be easily obtained in one mobile phone. Comparing with the actual road surveying data, the calibration accuracy could easily be obtained. When hazardous vehicle behavior is detected by PC, warning signals would be released to attract the related drivers' attention. The experimental results indicate that the proposed system is of high precision and real time.
机译:到目前为止,已经开发了许多驾驶安全辅助系统。至于低的稳定性和精度,android系统仅限于实际使用。本文针对基于Android APR的实时预警系统,为降低交通事故发生率,开发了基于视频检测和Android系统的预警系统。实时视觉检测和跟踪方法得益于Camshift和Kalman滤波器,具有感兴趣区域的帧差异(ROI)可以成功检测车辆。使用直接线性变换(DLT)校准方法,可以轻松提取运动参数。此外,通过APR可以收集当前图像并将其显示给有危险的驾驶员。使用另一个APP,可以在一部手机中轻松获得真实的纬度和经度。与实际的道路测量数据进行比较,可以很容易地获得校准精度。当PC检测到危险的车辆行为时,将发出警告信号以引起相关驾驶员的注意。实验结果表明,该系统具有较高的实时性。

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