• DocumentCode
    2028547
  • Title

    Driver fatigue detection algorithm based on eye features

  • Author

    Tang, Jie ; Fang, Zuhua ; Hu, Shifeng ; Sun, Ying

  • Author_Institution
    Coll. of Inf., Mech. & Electr. Eng., Shanghai Normal Univ., Shanghai, China
  • Volume
    5
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    2308
  • Lastpage
    2311
  • Abstract
    This paper proposes a method of driver fatigue detection based on eye features - utilizing frame-difference projection to localize right and left boundaries of the face, then horizontal gray projection curve to localize approximate horizontal position of the eyes, and third, template matching to get the accurate eye position of the initial frame. After reliable localization of it, use dynamic template matching to track the eye position of next frames. Finally, detect eye state through similarity, which provides a basis for further fatigue detection.
  • Keywords
    eye; face recognition; feature extraction; image matching; road safety; driver fatigue detection algorithm; eye features; eye position tracking; face localization; frame-difference projection; horizontal gray projection curve; template matching; Accuracy; Driver circuits; Face; Fatigue; Feature extraction; Image edge detection; Lighting; Sobel operator; frame-difference projection; gray projection; template matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569306
  • Filename
    5569306