Evaluation Techniques for Biometrics-Based Authentication Systems (FRR)

@inproceedings{Bolle2000EvaluationTF,
  title={Evaluation Techniques for Biometrics-Based Authentication Systems (FRR)},
  author={Ruud M. Bolle and Sharath Pankanti and Nalini K. Ratha},
  booktitle={ICPR},
  year={2000}
}
Biometrics-based authentication is becoming popular because of increasing ease-of-use and reliability. Performance evaluation of such systems is an important issue. We attempt to address two aspects of performance evaluation that have been conventionally neglected. First, the “difficulty” of the data that is used in a study influences the evaluation results. We propose some measures to characterize the data set so that the performance of a given system on different data sets can be compared… CONTINUE READING
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