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。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Driver driving distraction behavior recognition method based on driving behavior data


    Weitere Titelangaben:

    一种通过驾驶行为数据的驾驶员驾驶分心行为识别方法


    Beteiligte:
    YUAN WEI (Autor:in) / ZHANG KANGKANG (Autor:in) / CAO LONG (Autor:in) / MA RONG (Autor:in)

    Erscheinungsdatum :

    16.04.2021


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    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



    Driver high-speed driving distraction recognition modeling method based on GM-HMM

    ZHAO RUI / CAI JINKANG / HUANG KAIBO et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    Lane changing behavior cognitive distraction detection method based on real-time driving

    PENG JINSHUAN / REN CHAOYU / YANG XIANGHAO et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Distraction driving behavior detection method and device, equipment and storage medium

    ZENG YUE / LI SI / YANG ZHOULONG | Europäisches Patentamt | 2022

    Freier Zugriff

    Driving motion capture based driver behavior analysis

    Shi, Jianjun / Wei, Heng / Shi, Shengqing | IEEE | 2012


    Racing Driver Modeling Based on Driving Behavior

    Wang, Jinzhen / Cheng, Yiming / Yu, Liangyao | British Library Conference Proceedings | 2021