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BIOID
2008
152views Biometrics» more  BIOID 2008»
13 years 6 months ago
On Quality of Quality Measures for Classification
Abstract. In this paper we provide a theoretical discussion of the impact of uncertainty in quality measurement on the expected benefits of including biometric signal quality measu...
Krzysztof Kryszczuk, Andrzej Drygajlo
BIOID
2008
110views Biometrics» more  BIOID 2008»
13 years 6 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»
13 years 6 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»
13 years 6 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»
13 years 6 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
BIOID
2008
130views Biometrics» more  BIOID 2008»
13 years 6 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
BIOID
2008
178views Biometrics» more  BIOID 2008»
13 years 6 months ago
Biometric System Based on Voice Recognition Using Multiclassifiers
In this paper we present a new speaker recognition system based on the fusion of two identification classifiers followed by a verification step. The user pronounces two passwords: ...
Mohamed Chenafa, Dan Istrate, Valeriu Vrabie, Mich...
BIOID
2008
101views Biometrics» more  BIOID 2008»
13 years 6 months ago
Template Protection for On-Line Signature-Based Recognition Systems
Abstract. Security and privacy issues are considered as two of the major concerns related to the use of biometric data for authentication purposes. In this paper we propose two dif...
Emanuele Maiorana, Patrizio Campisi, Alessandro Ne...
BIOID
2008
258views Biometrics» more  BIOID 2008»
13 years 6 months ago
3D Face Recognition Benchmarks on the Bosphorus Database with Focus on Facial Expressions
Abstract. This paper presents an evaluation of several 3D face recognizers on the Bosphorus database which was gathered for studies on expression and pose invariant face analysis. ...
Nese Alyüz, Berk Gökberk, Hamdi Dibeklio...
BIOID
2008
103views Biometrics» more  BIOID 2008»
13 years 6 months ago
Identity Management in Face Recognition Systems
Face recognition is one of the most challenging biometric modalities for personal identification. This is due to a number of factors, including the complexity and variability of th...
Massimo Tistarelli, Enrico Grosso