Calibrated Confidence Scoring for Biometric Identification

@inproceedings{Gorodnichy2010CalibratedCS,
  title={Calibrated Confidence Scoring for Biometric Identification},
  author={Dmitry O. Gorodnichy},
  year={2010}
}
Existing biometric identification systems, such as those used in trusted traveler programs, attempt to identify an individual’s identity from an enrollment database of n people. The output is either the name of an enrolled person, or a rejection message indicating that no match was found. Traditionally, no measure of confidence is given to the output; an individual is either granted or denied access. In this paper, we propose an extension to existing biometric systems by applying a calibration… CONTINUE READING
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