Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Soft biometrics-combining body weight and fat measurements with fingerprint biometrics
Pattern Recognition Letters
Robust face-voice based speaker identity verification using multilevel fusion
Image and Vision Computing
Image and Vision Computing
Feature-Level Fusion of Iris and Face for Personal Identification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
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
A boundary based classifier combination method
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms
IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
Face recognition using a fuzzy fisherface classifier
Pattern Recognition
Score normalization in multimodal biometric systems
Pattern Recognition
Cancelable templates for sequence-based biometrics with application to on-line signature recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Multimodal biometric human recognition for perceptual human-computer interaction
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Modelling and Simulation in Engineering
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
Multi-level fusion of audio and visual features for speaker identification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Fusion of face and iris features for multimodal biometrics
ICB'06 Proceedings of the 2006 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
A visualization framework for team sports captured using multiple static cameras
Computer Vision and Image Understanding
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The use of clustering algorithms for decision-level data fusion is proposed. Person authentication results coming from several modalities (e.g., still image, speech), are combined by using fuzzy k-means (FKM) and fuzzy vector quantization (FVQ) algorithms, and a median radial basis function (MRBF) network. The quality measure of the modalities data is used for fuzzification. Two modifications of the FKM and FVQ algorithms, based on a fuzzy vector distance definition, are proposed to handle the fuzzy data and utilize the quality measure. Simulations show that fuzzy clustering algorithms have better performance compared to the classical clustering algorithms and other known fusion algorithms. MRBF has better performance especially when two modalities are combined. Moreover, the use of the quality via the proposed modified algorithms increases the performance of the fusion system