The invention discloses a driver driving distraction behavior identification method based on driving behavior data, and the method comprises the steps: obtaining the eye movement behavior information of a driver through non-contact eye movement behavior detection equipment, enabling a driving simulator to employ the driving behavior data, and combining the driving behavior data with visual features; providing a new driving distraction identification method by applying an AttenD driving distraction visual identification algorithm and a support vector machine classification algorithm. According to the method, a traditional visual detection mode is abandoned, the method can be used for achieving low-cost real-time monitoring and early warning of the distraction behavior of real vehicle driving, and the road safety is improved.

    本发明公开了一种通过驾驶行为数据的驾驶员驾驶分心行为识别方法,本发明通过非接触式眼动行为检测设备获取驾驶人眼动行为信息,驾驶模拟器采取驾驶行为数据,将驾驶行为数据与视觉特征相结合,通过运用AttenD驾驶分心视觉识别算法与支持向量机分类算法,提出了新的驾驶分心识别方法。本方法告别了传统的视觉检测方式,可用于实现低成本的实车驾驶分心行为实时监测与预警,提高道路安全性。


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    Title :

    Driver driving distraction behavior recognition method based on driving behavior data


    Additional title:

    一种通过驾驶行为数据的驾驶员驾驶分心行为识别方法


    Contributors:
    YUAN WEI (author) / ZHANG KANGKANG (author) / CAO LONG (author) / MA RONG (author)

    Publication date :

    2021-04-16


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion



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