• DocumentCode
    1651776
  • Title

    Research of the fatigue driving real-time monitoring based on DSP

  • Author

    Liu, Yu ; Yang, Jie ; Wu, Peng ; Zhang, Jing-wei

  • Author_Institution
    Sch. of Inf. Eng., Wuhan Univ. of Technol., Wuhan
  • fYear
    2008
  • Firstpage
    418
  • Lastpage
    421
  • Abstract
    This research proposes a fatigue driving real-time monitoring system based on DSP. Firstly, a facial skin-color model is built based on facial sample database, which is then used in a motion and skin detecting algorithm to locate face; Secondly, hybrid projection method is proposed to locate eyes by combining the methods of the traditional integral projection and differential projection; after that, the blink times are determined by calculating the change of distance between the upper and lower eyelids. Here the real-time analysis is realized by using SWI and PRD in the DSP/BIOS provided by CCS2. Experiment results show that this system can not only locate eyes but also calculate the eyelid blink times accurately, so as to reflect the driverspsila fatigue degree.
  • Keywords
    edge detection; face recognition; fatigue; image colour analysis; monitoring; real-time systems; skin; traffic engineering computing; blink times determination; eyelid distance; facial sample database; facial skin-color model; fatigue driving real- time monitoring system; hybrid projection method; skin detecting algorithm; Databases; Digital signal processing; Eyelids; Eyes; Face detection; Fatigue; Monitoring; Motion detection; Real time systems; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697160
  • Filename
    4697160