The present application is applicable to the field of computer application technology, and provides methods and devices for detecting driver distraction, including: acquiring the EEG data of the driver; preprocessing the EEG data, and then inputting it into a pre-trained distraction detection model to obtain the distraction detection result of the driver; obtaining the distracted detection model by training a preset convolution-recurrent neural network using EEG sample data and corresponding distracted result label; sending the distraction detection result to an in-vehicle terminal associated with the identity information of the driver, wherein the distraction detection result is used to trigger the in-vehicle terminal to generate driving reminder information according to the distraction detection result. When detecting driver distraction, the accuracy and efficiency are improved, thereby reducing the probability of traffic accidents.


    Access

    Download


    Export, share and cite



    Title :

    METHOD AND DEVICE FOR DETECTING DRIVER DISTRACTION


    Contributors:
    LI GUOFA (author) / YAN WEIQUAN (author) / LAI WEIJIAN (author) / CHEN YAOYU (author) / YANG YIFAN (author) / LI SHENGLONG (author) / XIE HENG (author) / LI XIAOHANG (author)

    Publication date :

    2022-06-09


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / A61B DIAGNOSIS , Diagnostik / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / G06K Erkennen von Daten , RECOGNITION OF DATA



    DRIVER DISTRACTION DETECTION SYSTEM AND METHOD FOR DETECTING A DRIVER DISTRACTION

    GERMINIASI DA SILVEIRA DENNIS BROWN | European Patent Office | 2024

    Free access

    Driver distraction

    Kinnear, Neale / Stevens, Alan | ELBA - Federal Highway Research Institute (BASt) | 2017

    Free access

    Driver distraction

    Skewes, D. | British Library Online Contents | 1997


    Driver distraction determination

    OLSSON CLAES / GONZALEZ PINTOR SEBASTIAN / BRANNLUND OLLE | European Patent Office | 2020

    Free access

    DRIVER DISTRACTION DETERMINATION

    OLSSON CLAES / GONZALEZ PINTOR SEBASTIAN / BRÄNNLUND OLLE | European Patent Office | 2020

    Free access