• DocumentCode
    2919950
  • Title

    Drunk person identification using thermal infrared images

  • Author

    Koukiou, G. ; Panagopoulos, G. ; Anastassopoulos, V.

  • Author_Institution
    Phys. Dept., Univ. of Patras, Patras, Greece
  • fYear
    2009
  • fDate
    5-7 July 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Drunk person identification is carried out using thermal infrared images. The features used for this purpose are simply the pixel values on specific points on the face of the person. It is proved that for a drunk person, the corresponding cluster in the feature space moves far away from its original position for the sober person. The concept behind the proposed approach is based on the physiology-based face identification. For demonstration purposes, Fisher Linear Discriminant approach is used for space dimensionality reduction. The feature space is found to be of very low dimensionality.
  • Keywords
    face recognition; feature extraction; infrared imaging; Fisher linear discriminant; drunk person identification; face identification; feature extraction; thermal infrared images; Biomedical imaging; Biometrics; Cameras; Face recognition; Feature extraction; Infrared imaging; Laboratories; Physics; Scattering; Security; Face recognition; Feature extraction; Infrared images; drunk identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing, 2009 16th International Conference on
  • Conference_Location
    Santorini-Hellas
  • Print_ISBN
    978-1-4244-3297-4
  • Electronic_ISBN
    978-1-4244-3298-1
  • Type

    conf

  • DOI
    10.1109/ICDSP.2009.5201249
  • Filename
    5201249