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
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