Guidelines for Appropriate Use of Simulated Data for Bio-Authentication Research

Authors:
Yan Ma;Michael Schuckers;Bojan Cukic
Affiliations:
West Virginia University;St. Lawrence University;West Virginia University
Venue:
AUTOID '05 Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies
Year:
2005

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Abstract

This paper considers generating binary feature vectors from biometric face data such that their privacy can be protected using recently introduced helper data systems. We explain how the binary feature vectors can be derived and investigate their statistical ...