Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection

作者:

Highlights:

• Deception is detected through nonverbal behaviour from video interviews.

• Real-time deception detection through facial micro-movements using machine learning.

• Facial micro-movements are ranked on distinctiveness towards deceptive behaviour.

• Results show eye related micro-movements more significant for deception detection.

摘要

•Deception is detected through nonverbal behaviour from video interviews.•Real-time deception detection through facial micro-movements using machine learning.•Facial micro-movements are ranked on distinctiveness towards deceptive behaviour.•Results show eye related micro-movements more significant for deception detection.

论文关键词:Deception detection,Credibility assessment,Facial micro-gestures,Nonverbal behavior analysis,Eye movements,Psychological profiling

论文评审过程:Received 7 February 2020, Revised 14 November 2020, Accepted 16 November 2020, Available online 21 November 2020, Version of Record 10 February 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114341

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