Facial behavior as behavior biometrie? An empirical study

Pohsiang Tsai; Tom Hintz; Tony Jan

doi:10.1109/ICSMC.2007.4414085

Facial behavior as behavior biometrie? An empirical study

Pohsiang Tsai, Tom Hintz, Tony Jan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

Physiological and/or behavioral characteristics of humans such as face, gait and/or voice have been used in biometric recognition technology. Apart from those characteristics reported in the literature, the hypothesis of this research was to initially investigate if human facial behaviors could also be used as another behavioral traits for human identification. We used kernel subspace analysis method to analyze the data so as to support our hypothesis. We used the Japanese Female Facial Expression (JAFFE) database as it provides the facial behavior traits for data collection. The experimental results indicate that facial behaviors may provide information about individual differences, thus may be used as another behavioral biometric.

Original language	English
Title of host publication	2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
Pages	3917-3922
Number of pages	6
DOIs	https://doi.org/10.1109/ICSMC.2007.4414085
Publication status	Published - 2007
Externally published	Yes
Event	2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007 - Montreal, QC, Canada Duration: 7 Oct 2007 → 10 Oct 2007

Publication series

Name	Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)	1062-922X

Conference

Conference	2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
Country/Territory	Canada
City	Montreal, QC
Period	7/10/07 → 10/10/07

Keywords

Biometrics
Face recognition
Facial behaviors
Facial fiducial points
Kernel discriminant analysis
Kernel principle component analysis
Subspace analysis

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10.1109/ICSMC.2007.4414085

Cite this

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title = "Facial behavior as behavior biometrie? An empirical study",

abstract = "Physiological and/or behavioral characteristics of humans such as face, gait and/or voice have been used in biometric recognition technology. Apart from those characteristics reported in the literature, the hypothesis of this research was to initially investigate if human facial behaviors could also be used as another behavioral traits for human identification. We used kernel subspace analysis method to analyze the data so as to support our hypothesis. We used the Japanese Female Facial Expression (JAFFE) database as it provides the facial behavior traits for data collection. The experimental results indicate that facial behaviors may provide information about individual differences, thus may be used as another behavioral biometric.",

keywords = "Biometrics, Face recognition, Facial behaviors, Facial fiducial points, Kernel discriminant analysis, Kernel principle component analysis, Subspace analysis",

author = "Pohsiang Tsai and Tom Hintz and Tony Jan",

year = "2007",

doi = "10.1109/ICSMC.2007.4414085",

language = "English",

isbn = "1424409918",

series = "Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics",

pages = "3917--3922",

booktitle = "2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007",

note = "2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007 ; Conference date: 07-10-2007 Through 10-10-2007",

}

Tsai, P, Hintz, T & Jan, T 2007, Facial behavior as behavior biometrie? An empirical study. in 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007., 4414085, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 3917-3922, 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007, Montreal, QC, Canada, 7/10/07. https://doi.org/10.1109/ICSMC.2007.4414085

Facial behavior as behavior biometrie? An empirical study. / Tsai, Pohsiang; Hintz, Tom; Jan, Tony.

2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. 2007. p. 3917-3922 4414085 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Facial behavior as behavior biometrie? An empirical study

AU - Tsai, Pohsiang

AU - Hintz, Tom

AU - Jan, Tony

PY - 2007

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N2 - Physiological and/or behavioral characteristics of humans such as face, gait and/or voice have been used in biometric recognition technology. Apart from those characteristics reported in the literature, the hypothesis of this research was to initially investigate if human facial behaviors could also be used as another behavioral traits for human identification. We used kernel subspace analysis method to analyze the data so as to support our hypothesis. We used the Japanese Female Facial Expression (JAFFE) database as it provides the facial behavior traits for data collection. The experimental results indicate that facial behaviors may provide information about individual differences, thus may be used as another behavioral biometric.

AB - Physiological and/or behavioral characteristics of humans such as face, gait and/or voice have been used in biometric recognition technology. Apart from those characteristics reported in the literature, the hypothesis of this research was to initially investigate if human facial behaviors could also be used as another behavioral traits for human identification. We used kernel subspace analysis method to analyze the data so as to support our hypothesis. We used the Japanese Female Facial Expression (JAFFE) database as it provides the facial behavior traits for data collection. The experimental results indicate that facial behaviors may provide information about individual differences, thus may be used as another behavioral biometric.

KW - Biometrics

KW - Face recognition

KW - Facial behaviors

KW - Facial fiducial points

KW - Kernel discriminant analysis

KW - Kernel principle component analysis

KW - Subspace analysis

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DO - 10.1109/ICSMC.2007.4414085

M3 - Conference contribution

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T3 - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

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BT - 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007

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Y2 - 7 October 2007 through 10 October 2007

ER -

Facial behavior as behavior biometrie? An empirical study

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Conference

Keywords

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