The nature of statistical learning theory
The nature of statistical learning theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating Faces and Fingerprints for Personal Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
Person Identification Using Multiple Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics
AVBPA '97 Proceedings of the First International Conference on Audio- and Video-Based Biometric Person Authentication
Information Fusion in Biometrics
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
An Improved Image Enhancement Scheme for Fingerprint Minutiae Extraction in Biometric Identification
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Fusion strategies in multimodal biometric verification
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
Complete signal modeling and score normalization for function-based dynamic signature verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Fingerprint matching based on weighting method and the SVM
Neurocomputing
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
Multimodal biometric system using rank-level fusion approach
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Biometric template protection in multimodal authentication systems based on error correcting codes
Journal of Computer Security - EU-Funded ICT Research on Trust and Security
Performance evaluation of score level fusion in multimodal biometric systems
Pattern Recognition
Speaker verification using adapted user-dependent multilevel fusion
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
A score-level fusion benchmark database for biometric authentication
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Combining biometric evidence for person authentication
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics
Future Generation Computer Systems
A multi-modal face and signature biometric authentication system using a max-of-scores based fusion
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
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The aim of this paper, regarding multimodal biometric verification, is twofold: on the one hand, some score fusion strategies reported in the literature are reviewed and, on the other hand, we compare experimentally a selection of them using as monomodal baseline experts: i) our face verification system based on a global face appearance representation scheme, ii) our minutiae-based fingerprint verification system, and iii) our on-line signature verification system based on HMM modeling of temporal functions, on the MCYT multimodal database. A new strategy is also proposed and discussed in order to generate a multimodal combined score by means of Support Vector Machine (SVM) classifiers from which user-independent and user-dependent fusion schemes are derived and evaluated.