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 Citations (Scopus)

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 publicationIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Pages1135-1140
Number of pages6
Volume2005
DOIs
StatePublished - 2005
Event8th International IEEE Conference on Intelligent Transportation Systems - Vienna, Austria
Duration: Sep 13 2005Sep 16 2005

Other

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

Fingerprint

Discriminant analysis
Real time systems
Logistics

ASJC Scopus subject areas

  • Engineering(all)

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 IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (Vol. 2005, pp. 1135-1140). [1520211] https://doi.org/10.1109/ITSC.2005.1520211

Identification of deceptive behavioral cues extracted from video. / Jensen, Matthew L.; Meservy, Thomas O.; Kruse, John; Burgoon, Judee K; Nunamaker, Jay F.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. Vol. 2005 2005. p. 1135-1140 1520211.

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

Jensen, ML, Meservy, TO, Kruse, J, Burgoon, JK & Nunamaker, JF 2005, Identification of deceptive behavioral cues extracted from video. in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. vol. 2005, 1520211, pp. 1135-1140, 8th International IEEE Conference on Intelligent Transportation Systems, Vienna, Austria, 9/13/05. https://doi.org/10.1109/ITSC.2005.1520211
Jensen ML, Meservy TO, Kruse J, Burgoon JK, Nunamaker JF. Identification of deceptive behavioral cues extracted from video. In IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. Vol. 2005. 2005. p. 1135-1140. 1520211 https://doi.org/10.1109/ITSC.2005.1520211
Jensen, Matthew L. ; Meservy, Thomas O. ; Kruse, John ; Burgoon, Judee K ; Nunamaker, Jay F. / Identification of deceptive behavioral cues extracted from video. IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. Vol. 2005 2005. pp. 1135-1140
@inproceedings{80546becd0f346b0a6bea965155293cc,
title = "Identification of deceptive behavioral cues extracted from video",
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.",
author = "Jensen, {Matthew L.} and Meservy, {Thomas O.} and John Kruse and Burgoon, {Judee K} and Nunamaker, {Jay F}",
year = "2005",
doi = "10.1109/ITSC.2005.1520211",
language = "English (US)",
isbn = "0780392159",
volume = "2005",
pages = "1135--1140",
booktitle = "IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC",

}

TY - GEN

T1 - Identification of deceptive behavioral cues extracted from video

AU - Jensen, Matthew L.

AU - Meservy, Thomas O.

AU - Kruse, John

AU - Burgoon, Judee K

AU - Nunamaker, Jay F

PY - 2005

Y1 - 2005

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=33645671565&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33645671565&partnerID=8YFLogxK

U2 - 10.1109/ITSC.2005.1520211

DO - 10.1109/ITSC.2005.1520211

M3 - Conference contribution

SN - 0780392159

SN - 9780780392151

VL - 2005

SP - 1135

EP - 1140

BT - IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

ER -