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Silesian deception database - Presentation and analysis

  • Silesian University of Technology
  • University of Silesia in Katowice

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

25 Citations (Scopus)

Abstract

Numerous studies have examined behavioral cues to deception with low temporal video resolution, which does not enable to track the facial movements dynamics. Another problem is the lack of publicly available video databases that allow to develop computer vision algorithms dedicated to the automatic deception recognition. In this paper, we describe a novel publicly available database that consists of 101 video recordings acquired with the use of a high speed camera at 100 fps in a well-controlled laboratory environment and proper illumination. Within this database, over 1.1 million frames were coded providing the ground truth for the potential cues of deception displayed on the subject's face during telling the truth and lying. Some preliminary psychological implications are also presented.

Original languageEnglish
Title of host publicationWMDD 2015 - Proceedings of the ACM Workshop on Multimodal Deception Detection, co-located with ICMI 2015
PublisherAssociation for Computing Machinery
Pages29-35
Number of pages7
ISBN (Electronic)9781450339872
DOIs
Publication statusPublished - 13 Nov 2015
Event1st ACM Workshop on Multimodal Deception Detection, WMDD 2015 co-located with ICMI 2015 - Seattle, United States
Duration: 13 Nov 201513 Nov 2015

Publication series

NameWMDD 2015 - Proceedings of the ACM Workshop on Multimodal Deception Detection, co-located with ICMI 2015

Conference

Conference1st ACM Workshop on Multimodal Deception Detection, WMDD 2015 co-located with ICMI 2015
Country/TerritoryUnited States
CitySeattle
Period13/11/1513/11/15

Keywords

  • Cognitive load
  • Deception detection
  • Face analysis
  • Silesian deception database

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Software
  • Human-Computer Interaction

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