TY - GEN
T1 - Automatic deceit indication through reliable facial expressions
AU - Slowe, Thomas E.
AU - Govindaraju, Venu
PY - 2007
Y1 - 2007
N2 - The most broadly used tool for deceit measurement is the polygraph. Nonetheless, it is a limited method as it suffers from human operator subjectivity and the fact that subjects are aware of their measurement. This reduces performance because subject behavior changes, making their deceit or verity more difficult to measure, in addition to the fact that counter-measures can be planned in advance. The approach presented in this paper attempts to circumvent these problems by unobtrusively measuring facial expressions through computer vision analysis of standard color video. So called 'Reliable Expressions' are leveraged as they are involuntary and have been thought to be able to be employed for deceit indication. The Deceit Indicators (DIs) themselves and algorithms to detect them were both tested.
AB - The most broadly used tool for deceit measurement is the polygraph. Nonetheless, it is a limited method as it suffers from human operator subjectivity and the fact that subjects are aware of their measurement. This reduces performance because subject behavior changes, making their deceit or verity more difficult to measure, in addition to the fact that counter-measures can be planned in advance. The approach presented in this paper attempts to circumvent these problems by unobtrusively measuring facial expressions through computer vision analysis of standard color video. So called 'Reliable Expressions' are leveraged as they are involuntary and have been thought to be able to be employed for deceit indication. The Deceit Indicators (DIs) themselves and algorithms to detect them were both tested.
UR - https://www.scopus.com/pages/publications/34748873423
U2 - 10.1109/AUTOID.2007.380598
DO - 10.1109/AUTOID.2007.380598
M3 - Conference contribution
AN - SCOPUS:34748873423
SN - 1424412994
SN - 9781424412990
T3 - 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings
SP - 87
EP - 92
BT - 2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings
T2 - 2007 IEEE Workshop on Automatic Identification Advanced Technologies, AUTOID 2007
Y2 - 7 June 2007 through 8 June 2007
ER -