Reliability-Based Decision Fusion in Multimodal Biometric Verification Systems

@article{Kryszczuk2007ReliabilityBasedDF,
  title={Reliability-Based Decision Fusion in Multimodal Biometric Verification Systems},
  author={Krzysztof Kryszczuk and Jonas Richiardi and Plamen J. Prodanov and Andrzej Drygajlo},
  journal={EURASIP J. Adv. Sig. Proc.},
  year={2007},
  volume={2007}
}
We present a methodology of reliability estimation in the multimodal biometric verification scenario. Reliability estimation has shown to be an efficient and accurate way of predicting and correcting erroneous classification decisions in both unimodal (speech, face, online signature) and multimodal (speech and face) systems. While the initial research results indicate the high potential of the proposed methodology, the performance of the reliability estimation in a multimodal setting has not… CONTINUE READING
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