首页> 外国专利> METHOD FOR RECOGNIZING DRIVING BEHAVIOR OF DRIVER BY LINGUISTICALLY MODELING DRIVING BEHAVIOR OF DRIVER AND SYSTEM FOR PERFORMING SAME

METHOD FOR RECOGNIZING DRIVING BEHAVIOR OF DRIVER BY LINGUISTICALLY MODELING DRIVING BEHAVIOR OF DRIVER AND SYSTEM FOR PERFORMING SAME

机译:对驾驶员的驾驶行为进行语言建模的方法来识别驾驶员的驾驶行为和执行该方法的系统

摘要

The present invention relates to a method for recognizing a driving behavior of a driver by linguistically modeling the same and a system for performing the method. The method comprises: a region of interest setting step of dividing a region where a driver stares; a data collecting and converting step of collecting driving behavior data; a pre-processing step of dividing the collected data by each driving behavior of the driver; a machine learning step of representing the divided data by using a grammar for each driving behavior; a test step of recognizing and describing the driving behavior as independent test data to measure an effect of a machine learning resu and a step of warning the driver or controlling a vehicle by determining the driving behavior when actually driving by using a safe driving grammar generated through the steps.;COPYRIGHT KIPO 2017
机译:本发明涉及一种通过对语言进行建模来识别驾驶员的驾驶行为的方法和一种用于执行该方法的系统。该方法包括:感兴趣区域设置步骤,其划分驾驶员凝视的区域;以及收集驾驶行为数据的数据收集和转换步骤;预处理步骤,将收集的数据除以驾驶员的每种驾驶行为;机器学习步骤,通过对每种驾驶行为使用语法来表示分割后的数据;测试步骤,将驾驶行为识别并描述为独立的测试数据,以测量机器学习结果的效果;以及通过使用通过这些步骤生成的安全驾驶语法确定实际驾驶时的驾驶行为来警告驾驶员或控制车辆的步骤。COPYRIGHTKIPO 2017

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