This design is an anti-fatigue driving system based on image recognition, using Raspberry Pi as the core processor. The image acquired by the video image acquisition unit is processed by the optimized Imutils library, and the model of the machine learning library Dlib is used to locate the key points, extract the driver's facial features, and calculate the eye aspect ratio through the algorithm. This parameter is used to judge whether the driver is fatigued, cooperate with the display screen and the light of the RGB small light to display the fatigue state, and issue a warning to the driver through the voice warning module, so that the driver can stay awake while driving and avoid traffic accidents. This design is implemented by an embedded system, which has the advantages of being mobile and deployable to the real driving environment and hardly disturbing the driver's driving. After the test of the simulated driving environment, the face detection and eye feature detection work normally, the anti-fatigue driving function has high accuracy in identifying the driver's fatigue state, and the system has high upgrade potential.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Design of anti-fatigue driving system based on image recognition


    Contributors:
    Yin, Jing (author) / Zhang, Jing (author) / Cao, Xianlin (author) / Yao, Shunyu (author) / Hu, Xueying (author)

    Conference:

    Second International Conference on Optics and Image Processing (ICOIP 2022) ; 2022 ; Taian,China


    Published in:

    Proc. SPIE ; 12328


    Publication date :

    2022-09-10





    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Vehicle anti-fatigue driving equipment based on image recognition

    ZHANG JIBIN / CAO HUI / ZHOU YANGYANG | European Patent Office | 2022

    Free access

    Vehicle-mounted anti-fatigue driving system

    CHEN YUQI / ZHANG MAOMAO / LYU JINLONG et al. | European Patent Office | 2021

    Free access

    Anti-fatigue driving system for electric automobile

    BAO WENGUANG / WANG SHILIANG / HE ZHIGANG et al. | European Patent Office | 2015

    Free access

    Fatigue driving monitoring method based on face recognition

    YU DAN / LAN YUQING / ZHANG YUJIA et al. | European Patent Office | 2023

    Free access

    Fatigue driving prevention seat based on face recognition

    SHI ZHENGRONG | European Patent Office | 2020

    Free access