Exploring Margin Maximization for Biometric Score Fusion
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Combination of Experts by Classifiers in Similarity Score Spaces
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Threshold-optimized decision-level fusion and its application to biometrics
Pattern Recognition
Robustness of multimodal biometric fusion methods against spoof attacks
Journal of Visual Languages and Computing
Combining different biometric traits with one-class classification
Signal Processing
Decision dependability and its application to identity management
Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
Personal identity verification by serial fusion of fingerprint and face matchers
Pattern Recognition
Faceprint: Fusion of Local Features for 3D Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Fusion in Multibiometric Identification Systems: What about the Missing Data?
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Noisy Iris Verification: A Modified Version of Local Intensity Variation Method
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
Score Fusion by Maximizing the Area under the ROC Curve
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Comparison and combination of iris matchers for reliable personal authentication
Pattern Recognition
International Journal of Biometrics
A Novel Method for Multibiometric Fusion Based on FAR and FRR
MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence
Asymmetry-Based Quality Assessment of Face Images
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms
IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
Exploiting the "Doddington Zoo" effect in biometric fusion
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Biometric fusion: does modeling correlation really matter?
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Performance evaluation of score level fusion in multimodal biometric systems
Pattern Recognition
Emulating biological strategies for uncontrolled face recognition
Pattern Recognition
Combination of kernels applied to face verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Estimating and fusing quality factors for iris biometric images
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Likelihood ratio based features for a trained biometric score fusion
Expert Systems with Applications: An International Journal
On the dynamic selection of biometric fusion algorithms
IEEE Transactions on Information Forensics and Security
Combination of dichotomizers for maximizing the partial area under the ROC curve
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
An evaluation of video-to-video face verification
IEEE Transactions on Information Forensics and Security
Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation
Computer Vision and Image Understanding
Multimodal biometric score fusion using Gaussian mixture model and Monte Carlo method
Journal of Computer Science and Technology
Robust 3D face recognition based on resolution invariant features
Pattern Recognition Letters
Feature selection for support vector machine-based face-iris multimodal biometric system
Expert Systems with Applications: An International Journal
Partial AUC maximization in a linear combination of dichotomizers
Pattern Recognition
Fingerprint pattern and minutiae fusion in various operational scenarios
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
Selection strategies for pAUC-based combination of dichotomizers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
An experimental comparison of different methods for combining biometric identification systems
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Genetic programming for multibiometrics
Expert Systems with Applications: An International Journal
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
Multimodal biometrics: Empirical study of performance-throughput trade-off
Pattern Recognition and Image Analysis
A new hybrid and dynamic fusion of multiple experts for intelligent porch system
Expert Systems with Applications: An International Journal
Fusion of biometric systems using Boolean combination: an application to iris-based authentication
International Journal of Biometrics
Score fusion in multibiometric identification based on fuzzy set theory
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Multibiometric human recognition using 3D ear and face features
Pattern Recognition
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics
Future Generation Computer Systems
Multimodal biometric system based on hand geometry, palmprint and signature
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
International Journal of Speech Technology
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
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Multibiometric systems fuse information from different sources to compensate for the limitations in performance of individual matchers. We propose a framework for optimal combination of match scores that is based on the likelihood ratio test. The distributions of genuine and impostor match scores are modeled as finite Gaussian mixture model. The proposed fusion approach is general in its ability to handle (i) discrete values in biometric match score distributions, (ii) arbitrary scales and distributions of match scores, (iii) correlation between the scores of multiple matchers and (iv) sample quality of multiple biometric sources. Experiments on three multibiometric databases indicate that the proposed fusion framework achieves consistently high performance compared to commonly used score fusion techniques based on score transformation and classification.