Golmie, N.
(2005),
Seamless and Secure Mobility, Department of Defense Annual Information Assurance Workshop, Philadelphia,
(Accessed June 10, 2023)
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Seamless and Secure Mobility
Published
Author(s)
Abstract
We examine the performance of multimodal biometric authentication systems using state-of-the-art Commercial Off-the-Shelf (COTS) fingerprint and face biometric systems on a population approaching 1,000 individuals. Majority of prior studies of multimodal biometrics have been limited to relatively low accuracy non-COTS systems and populations of a few hundred users. Our work is the first to demonstrate that multimodal fingerprint and face biometric systems can achieve significant accuracy gains over either biometric alone, even when using highly accurate COTS systems on a relatively large-scale population. In addition to examining well-known multimodal methods, we introduce new methods of normalization and fusion that further improve the accuracy.Proceedings Title
Department of Defense Annual Information Assurance Workshop
Conference Dates
February 7-10, 2005
Conference Location
Philadelphia,
Pub Type
Conferences
Citation
Created February 1, 2005, Updated February 19, 2017