A Multi-View Facial Analysis Technique for Identity Authentication
IEEE Pervasive Computing
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Biometric identification systems
Signal Processing
Structurally noise resistant classifier for multi-modal person verification
Pattern Recognition Letters
Large-Scale Evaluation of Multimodal Biometric Authentication Using State-of-the-Art Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Random Sampling for Subspace Face Recognition
International Journal of Computer Vision
Soft biometrics-combining body weight and fat measurements with fingerprint biometrics
Pattern Recognition Letters
Personal authentication using hand images
Pattern Recognition Letters
Multiscale Fusion of Visible and Thermal IR Images for Illumination-Invariant Face Recognition
International Journal of Computer Vision
Palmprint identification using feature-level fusion
Pattern Recognition
Face recognition using multiple facial features
Pattern Recognition Letters
Fingerprint matching based on weighting method and the SVM
Neurocomputing
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Evaluation and analysis of a face and voice outdoor multi-biometric system
Pattern Recognition Letters
A probabilistic fusion methodology for face recognition
EURASIP Journal on Applied Signal Processing
The Biometrics Grid: A Solution to Biometric Technologies
IEEE Distributed Systems Online
Fusion of visual and infra-red face scores by weighted power series
Pattern Recognition Letters
Toward a common semantics between media and languages
Proceedings of the 2006 international workshop on Research issues in digital libraries
Face recognition with semi-supervised learning and multiple classifiers
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Robust face-voice based speaker identity verification using multilevel fusion
Image and Vision Computing
International Journal of Information and Communication Technology
Maximizing area under ROC curve for biometric scores fusion
Pattern Recognition
Reliability score based multimodal fusion for biometric person authentication
MATH'08 Proceedings of the American Conference on Applied Mathematics
Incorporating Image Quality in Multimodal Biometric Verification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Pixelwise Local Binary Pattern Models of Faces Using Kernel Density Estimation
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multimodal biometrics: state of the art in fusion techniques
International Journal of Biometrics
Talking-face identity verification, audiovisual forgery, and robustness issues
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
An adaptive automated method for identity verification with performance guarantees
Electronic Commerce Research
Classifier combining rules under independence assumptions
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Personal verification using palmprint and hand geometry biometric
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
On the dynamic selection of biometric fusion algorithms
IEEE Transactions on Information Forensics and Security
An integrated authentication framework based on multi-tier biometrics
International Journal of Biometrics
Multimodal biometric score fusion using Gaussian mixture model and Monte Carlo method
Journal of Computer Science and Technology
Information fusion and person authentication using face and fingerprint data
CONTROL'05 Proceedings of the 2005 WSEAS international conference on Dynamical systems and control
Frontal view gait based recognition using PCA
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
On the limitations of query obfuscation techniques for location privacy
Proceedings of the 13th international conference on Ubiquitous computing
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
A dynamic face and fingerprint fusion system for identity authentication
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
AVAS: an audio-visual attendance system
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Combining biometric evidence for person authentication
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Fusing face and fingerprint for identity authentication by SVM
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Combining multiple matchers for fingerprint verification: a case study in FVC2004
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
How face pose influence the performance of SVM-Based face and fingerprint authentication system
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Bimodal speaker identification using dynamic bayesian network
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Some issues pertaining to adaptive multimodal biometric authentication
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Coupling adaboost and random subspace for diversified fisher linear discriminant
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Error-rate based biometrics fusion
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Audio visual person authentication by multiple nearest neighbor classifiers
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Multimodal biometric system based on hand geometry, palmprint and signature
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
Information Sciences: an International Journal
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Biometric person identity authentication is gaining more and more attention. The authentication task performed by an expert is a binary classification problem: reject or accept identity claim. Combining experts, each based on a different modality (speech, face, fingerprint, etc.), increases the performance and robustness of identity authentication systems. In this context, a key issue is the fusion of the different experts for taking a final decision (i.e., accept or reject identity claim). We propose to evaluate different binary classification schemes (support vector machine, multilayer perceptron, C4.5 decision tree, Fisher's linear discriminant, Bayesian classifier) to carry on the fusion. The experimental results show that support vector machines and Bayesian classifier achieve almost the same performances, and both outperform the other evaluated classifiers