Identity recognition of drivers is important for improving vehicle security and driving safety, especially in truck transportation. Continuous tracking of driver identity can prevent unauthorized drivers to take over the control of the truck, as well as detect whether drivers have changed shifts within their maximum allowed driving duration. The identification method also needs to be non-intrusive to reduce distractions for the driver. In this paper, we propose a system that analyzes real-time handprints on the steering wheel to recognize a driver’s identity. We present a novel mapping algorithm that matches planar handprints to curved ones. Then we use the matching result to perform identity recognition. We demonstrate this system using handprint data collected from 47 subjects. In addition, we analyze how feature matching of curved handprints are affected by the diameter of the steering wheel.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Driver Identity Recognition Based on Curved Handprints on Steering Wheel


    Contributors:
    Wu, Dan (author) / Li, Yang (author) / Zhang, Kai (author) / Zhang, Yi (author)

    Conference:

    19th COTA International Conference of Transportation Professionals ; 2019 ; Nanjing, China


    Published in:

    CICTP 2019 ; 3377-3388


    Publication date :

    2019-07-02




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    AUTOMOBILE, STEERING WHEEL, AND DRIVER IDENTITY RECOGNITION METHOD

    ZHAO XINYU / SI HESHUAI / LIU CHENGPING et al. | European Patent Office | 2019

    Free access

    Automobile, steering wheel, and driver identity recognition method

    ZHAO XINYU / SI HESHUAI / LIU CHENGPING et al. | European Patent Office | 2021

    Free access

    AUTOMOBILE, STEERING WHEEL, AND DRIVER IDENTITY RECOGNITION METHOD

    ZHAO XINYU / SI HESHUAI / LIU CHENGPING et al. | European Patent Office | 2021

    Free access


    Driver detection steering wheel

    European Patent Office | 2017

    Free access