Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results

• Published in: IEEE transactions on biometrics, behavior, and identity science Vol. 4; no. 4; pp. 522 - 532
• Main Authors: Vance, Nathan, Speth, Jeremy, Khan, Siamul, Czajka, Adam, Bowyer, Kevin W., Wright, Diane, Flynn, Patrick
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.10.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Affective computing; Audio data; Biomedical monitoring; Data collection; Datasets; Deception; Deep learning; Eye movements; Heart rate; Heart rate detection; Infrared radiation; Oxygenation; Photoplethysmography; Physiology; Plethysmography; Pupil size; Pupils; Remote monitoring; Sensors

We present the Deception Detection and Physiological Monitoring (DDPM) dataset and initial baseline results of deception detection on this dataset. Our application context is an interview scenario in which the interviewee attempts to deceive the interviewer on selected responses. The interviewee is...