IEEE Transactions on Pattern Analysis and Machine Intelligence
Swarm intelligence
An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Ordinal Palmprint Represention for Personal Identification
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Handbook of Multibiometrics (International Series on Biometrics)
Handbook of Multibiometrics (International Series on Biometrics)
COMBINING FINGERPRINT, PALMPRINT AND HAND-SHAPE FOR USER AUTHENTICATION
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Continuous Verification Using Multimodal Biometrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic Score Selection for Fusion of Multiple Biometric Matchers
ICIAP '07 Proceedings of the 14th International Conference on Image Analysis and Processing
Fusion in Multibiometric Identification Systems: What about the Missing Data?
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Comparison and combination of iris matchers for reliable personal authentication
Pattern Recognition
A minutia-based partial fingerprint recognition system
Pattern Recognition
Score normalization in multimodal biometric systems
Pattern Recognition
Hand-Geometry Recognition Using Entropy-Based Discretization
IEEE Transactions on Information Forensics and Security
An adaptive multimodal biometric management algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Comments on “An Adaptive Multimodal Biometric Management Algorithm”
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
The particle swarm - explosion, stability, and convergence in amultidimensional complex space
IEEE Transactions on Evolutionary Computation
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
A note on computational intelligence methods in biometrics
International Journal of Biometrics
Rank based hybrid multimodal fusion using PSO
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Expert Systems with Applications: An International Journal
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This paper presents a new evolutionary approach for adaptive combination of multiple biometrics to ensure the optimal performance for the desired level of security. The adaptive combination of multiple biometrics is employed to determine the optimal fusion strategy and the corresponding fusion parameters. The score-level fusion rules are adapted to ensure the desired system performance using a hybrid particle swarm optimization model. The rigorous experimental results presented in this paper illustrate that the proposed score-level approach can achieve significantly better and stable performance over the decision-level approach. There has been very little effort in the literature to investigate the performance of an adaptive multimodal fusion algorithm on real biometric data. This paper also presents the performance of the proposed approach from the real biometric samples which further validate the contributions from this paper.