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» Computation of Cryptographic Keys from Face Biometrics
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AVBPA
2003
Springer
135views Biometrics» more  AVBPA 2003»
13 years 11 months ago
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS
We compare two classifier approaches, namely classifiers based on Multi Layer Perceptrons (MLPs) and Gaussian Mixture Models (GMMs), for use in a face verification system. The comp...
Fabien Cardinaux, Conrad Sanderson, Sébasti...
ICB
2009
Springer
148views Biometrics» more  ICB 2009»
13 years 5 months ago
Fuzzy 3D Face Ethnicity Categorization
In this paper, we propose a novel fuzzy 3D face ethnicity categorization algorithm, which contains two stages, learning and mapping. In learning stage, the visual codes are first l...
Cheng Zhong, Zhenan Sun, Tieniu Tan
AMFG
2007
IEEE
327views Biometrics» more  AMFG 2007»
14 years 2 months ago
Integrating Multiple Visual Cues for Robust Real-Time 3D Face Tracking
Abstract. 3D face tracking is an important component for many computer vision applications. Most state-of-the-art tracking algorithms can be characterized as being either intensity...
Wei-Kai Liao, Douglas Fidaleo, Gérard G. Me...
FGR
2002
IEEE
175views Biometrics» more  FGR 2002»
14 years 17 days ago
On Modeling Variations for Face Authentication
In this paper, we present a scheme for face authentication in the presence of variations. To deal with variations, such as facial expressions and registration errors, with which t...
Xiaoming Liu 0002, Tsuhan Chen, B. V. K. Vijaya Ku...
FGR
2004
IEEE
159views Biometrics» more  FGR 2004»
13 years 11 months ago
Null Space-based Kernel Fisher Discriminant Analysis for Face Recognition
The null space-based LDA takes full advantage of the null space while the other methods remove the null space. It proves to be optimal in performance. From the theoretical analysi...
Wei Liu, Yunhong Wang, Stan Z. Li, Tieniu Tan