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192
Voted
BIOID
2008
110views Biometrics» more  BIOID 2008»
15 years 9 months ago
An Empirical Comparison of Individual Machine Learning Techniques in Signature and Fingerprint Classification
This paper describes an empirical study to investigate the performance of a wide range of classifiers deployed in applications to classify biometric data. The study specifically re...
Marjory C. C. Abreu, Michael C. Fairhurst
BIOID
2008
157views Biometrics» more  BIOID 2008»
15 years 9 months ago
Modeling Marginal Distributions of Gabor Coefficients: Application to Biometric Template Reduction
Abstract. Gabor filters have demonstrated their effectiveness in automatic face recognition. However, one drawback of Gabor-based face representations is the huge amount of data th...
Daniel González-Jiménez, José...
BIOID
2008
178views Biometrics» more  BIOID 2008»
15 years 9 months ago
Bosphorus Database for 3D Face Analysis
A new 3D face database that includes a rich set of expressions, systematic variation of poses and different types of occlusions is presented in this paper. This database is unique ...
Arman Savran, Nese Alyüz, Hamdi Dibeklioglu, ...
BIOID
2008
135views Biometrics» more  BIOID 2008»
15 years 9 months ago
Discriminant Non-negative Matrix Factorization and Projected Gradients for Frontal Face Verification
A novel Discriminant Non-negative Matrix Factorization (DNMF) method that uses projected gradients, is presented in this paper. The proposed algorithm guarantees the algorithm'...
Irene Kotsia, Stefanos Zafeiriou, Ioannis Pitas
176
Voted
BIOID
2008
130views Biometrics» more  BIOID 2008»
15 years 9 months ago
Evaluating Systems Assessing Face-Image Compliance with ICAO/ISO Standards
This paper focuses on the requirements for face images to be used in Machine Readable Travel Documents, defined in the ISO/IEC 19794-5 standard. In particular an evaluation framewo...
Matteo Ferrara, Annalisa Franco, Davide Maltoni