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
Link To Document :
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