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.
Portions of this research were supported by funding from the U. S. Department of Homeland Security (Cooperative Agreement N66001-01-X-6042). The views, opinions, and/or findings in this report are those of the authors and should not be construed as official Department of Homeland Security positions, policies, or decisions.
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Meservy, T.O., Jensen, M.L., Kruse, J., Burgoon, J.K., Nunamaker, J.F. (2005). Automatic Extraction of Deceptive Behavioral Cues from Video. In: Kantor, P., et al. Intelligence and Security Informatics. ISI 2005. Lecture Notes in Computer Science, vol 3495. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11427995_16
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DOI: https://doi.org/10.1007/11427995_16
Publisher Name: Springer, Berlin, Heidelberg
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