Identification of deceptive behavioral cues extracted from video

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Abstract

This research project investigates a novel approach for deriving behavioral deception cues from video-taped 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.

Original languageEnglish (US)
Title of host publicationITSC`05
Subtitle of host publication2005 IEEE Intelligent Conference on Transportation Systems, Proceedings
Pages1135-1140
Number of pages6
DOIs
StatePublished - Dec 1 2005
Event8th International IEEE Conference on Intelligent Transportation Systems - Vienna, Austria
Duration: Sep 13 2005Sep 16 2005

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Volume2005

Other

Other8th International IEEE Conference on Intelligent Transportation Systems
CountryAustria
CityVienna
Period9/13/059/16/05

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ASJC Scopus subject areas

  • Automotive Engineering
  • Mechanical Engineering
  • Computer Science Applications

Cite this

Jensen, M. L., Meservy, T. O., Kruse, J., Burgoon, J. K., & Nunamaker, J. F. (2005). Identification of deceptive behavioral cues extracted from video. In ITSC`05: 2005 IEEE Intelligent Conference on Transportation Systems, Proceedings (pp. 1135-1140). [1520211] (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; Vol. 2005). https://doi.org/10.1109/ITSC.2005.1520211