• DocumentCode
    3715374
  • Title

    Fatigue detection based on isophote curve

  • Author

    Zhenghong Deng;Ruijun Jing;Litao Jiao;Liyan Liu

  • Author_Institution
    Department of Automatic Control Northwestern Polytechnical University Xi´an 710072, China
  • fYear
    2015
  • Firstpage
    146
  • Lastpage
    150
  • Abstract
    In order to improve the fatigue detection timeliness and accuracy, the optimization of isophote cure is used to locate the eyes, which reduces the amount of computation and improves the processing speed. First, according to facial features, the skin´s Gaussian model is established to differentiate face. The integral projection is used to locate the face. The area of eye is separated on the basis of three court five, and it uses the optimization of isophote cure to locate exactly eye. The gray value of the tiny area of eye is calculated and is used for the information of eye´s open and close, that is the PERCLOS value, and to determine whether one is fatigue or not. From the experiment, the system has a good timeliness and high detection accuracy.
  • Keywords
    "Fatigue","Face","Face detection","Computers","Computational modeling","Skin","Face recognition"
  • Publisher
    ieee
  • Conference_Titel
    Computer and Computational Sciences (ICCCS), 2015 International Conference on
  • Print_ISBN
    978-1-4799-1818-8
  • Type

    conf

  • DOI
    10.1109/ICCACS.2015.7361340
  • Filename
    7361340