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