• DocumentCode
    2220830
  • Title

    Identification of deceptive behavioral cues extracted from video

  • Author

    Jensen, Matthew L. ; Meservy, Thomas O. ; Kruse, John ; Burgoon, Judee K. ; Nunamaker, Jay F.

  • Author_Institution
    Center for Manage. of Inf., Arizona Univ., Tucson, AZ, USA
  • fYear
    2005
  • fDate
    13-15 Sept. 2005
  • Firstpage
    1135
  • Lastpage
    1140
  • Abstract
    This research project investigates a novel approach for deriving behavioral deception cues from videotaped interactions. Researchers utilized inputs extracted from video to construct a set of two-dimensional spatial features. The features for thirty-eight video interactions were then analyzed using discriminant analysis and logistic regression. Through this exploratory study, the team has identified a number of promising features that help discriminate deception from truth. The techniques explored hold promise for the creation of near real time systems for transportation security professionals.
  • Keywords
    traffic engineering computing; transportation; video signal processing; deceptive behavioral cues; discriminant analysis; logistic regression; transportation security; video extraction; Feeds; Humans; Information management; Logistics; Radiation monitoring; Real time systems; Security; Surveillance; Terrorism; Transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2005. Proceedings. 2005 IEEE
  • Print_ISBN
    0-7803-9215-9
  • Type

    conf

  • DOI
    10.1109/ITSC.2005.1520211
  • Filename
    1520211