Automatic extraction of deceptive behavioral cues from video

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

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

13 Citations (Scopus)

Abstract

This research initiative is an initial investigation into a novel approach for deriving indicators of deception from video-taped interaction. The team utilized two-dimensional spatial inputs extracted from video to construct a set of discrete and inter-relational features. The features for thirty-eight video interactions were then analyzed using discriminant analysis. Additionally, features were used to build a multivariate regression model. Through this exploratory study, the team established the validity of the approach, and identified a number of promising features, opening the door for further investigation.

Original languageEnglish (US)
Title of host publicationLecture Notes in Computer Science
EditorsP. Kantor, G. Muresan, F. Roberts, D.D. Zeng, F.-Y. Wang, H. Chen, R.C. Merkle
Pages198-208
Number of pages11
Volume3495
StatePublished - 2005
EventIEEE International Conference on Intelligence and Security Informatics, ISI 2005 - Atlanta, GA, United States
Duration: May 19 2005May 20 2005

Other

OtherIEEE International Conference on Intelligence and Security Informatics, ISI 2005
CountryUnited States
CityAtlanta, GA
Period5/19/055/20/05

Fingerprint

Discriminant analysis

ASJC Scopus subject areas

  • Computer Science (miscellaneous)

Cite this

Meservy, T. O., Jensen, M. L., Kruse, J., Burgoon, J. K., & Nunamaker, J. F. (2005). Automatic extraction of deceptive behavioral cues from video. In P. Kantor, G. Muresan, F. Roberts, D. D. Zeng, F-Y. Wang, H. Chen, & R. C. Merkle (Eds.), Lecture Notes in Computer Science (Vol. 3495, pp. 198-208)

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

Lecture Notes in Computer Science. ed. / P. Kantor; G. Muresan; F. Roberts; D.D. Zeng; F.-Y. Wang; H. Chen; R.C. Merkle. Vol. 3495 2005. p. 198-208.

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

Meservy, TO, Jensen, ML, Kruse, J, Burgoon, JK & Nunamaker, JF 2005, Automatic extraction of deceptive behavioral cues from video. in P Kantor, G Muresan, F Roberts, DD Zeng, F-Y Wang, H Chen & RC Merkle (eds), Lecture Notes in Computer Science. vol. 3495, pp. 198-208, IEEE International Conference on Intelligence and Security Informatics, ISI 2005, Atlanta, GA, United States, 5/19/05.
Meservy TO, Jensen ML, Kruse J, Burgoon JK, Nunamaker JF. Automatic extraction of deceptive behavioral cues from video. In Kantor P, Muresan G, Roberts F, Zeng DD, Wang F-Y, Chen H, Merkle RC, editors, Lecture Notes in Computer Science. Vol. 3495. 2005. p. 198-208
Meservy, Thomas O. ; Jensen, Matthew L. ; Kruse, John ; Burgoon, Judee K ; Nunamaker, Jay F. / Automatic extraction of deceptive behavioral cues from video. Lecture Notes in Computer Science. editor / P. Kantor ; G. Muresan ; F. Roberts ; D.D. Zeng ; F.-Y. Wang ; H. Chen ; R.C. Merkle. Vol. 3495 2005. pp. 198-208
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