Fingerprint and speaker verification decisions fusion using a functional link network

@article{Toh2005FingerprintAS,
  title={Fingerprint and speaker verification decisions fusion using a functional link network},
  author={Kar-Ann Toh and Wei-Yun Yau},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)},
  year={2005},
  volume={35},
  pages={357-370}
}
By exploiting the specialist capabilities of each classifier, a combined classifier may yield results which would not be possible with a single classifier. In this paper, we propose to combine the fingerprint and speaker verification decisions using a functional link network. This is to circumvent the nontrivial trial-and-error and iterative training effort as seen in backpropagation neural networks which cannot guarantee global optimal solutions. In many data fusion applications, as individual… CONTINUE READING
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