Assessing the uniqueness and permanence of facial actions for use in biometric applications

L Benedikt, Darren Cosker, P L Rosin, D Marshall

Research output: Contribution to journalArticlepeer-review

36 Citations (Scopus)

Abstract

Although the human face is commonly used as a physiological biometric, very little work has been done to exploit the idiosyncrasies of facial motions for person identification. In this paper, we investigate the uniqueness and permanence of facial actions to determine whether these can be used as a behavioral biometric. Experiments are carried out using 3-D video data of participants performing a set of very short verbal and nonverbal facial actions. The data have been collected over long time intervals to assess the variability of the subjects' emotional and physical conditions. Quantitative evaluations are performed for both the identification and the verification problems; the results indicate that emotional expressions (e.g., smile and disgust) are not sufficiently reliable for identity recognition in real-life situations, whereas speech-related facial movements show promising potential.
Original languageEnglish
Pages (from-to)449-460
Number of pages12
JournalIEEE Transactions on Systems Man and Cybernetics - Part A: Systems and Humans
Volume40
Issue number3
Early online date25 Mar 2010
DOIs
Publication statusPublished - May 2010

Keywords

  • facial motion
  • dynamic time warping
  • pattern recognition
  • active appearance model
  • 3-D facial recognition
  • biometrics

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