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Publication Citation: Multimodal Biometric Authentication Methods: A COTS Approach

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Author(s): Michael D. Indovina; Robert D. Snelick; Alan Mink;
Title: Multimodal Biometric Authentication Methods: A COTS Approach
Published: December 01, 2003
Abstract: We examine the performance of multimodal biometric authentication systems using state-of-the-art Commercial Off-the-Shelf (COTS) fingerprint and face biometrics on a population approaching 1000 individuals. Prior studies of multimodal biometrics have been limited to relatively low accuracy non-COTS systems and populations approximately 10% of this size. 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 already highly accurate COTS systems on a relatively large-scale population. In addition to examining well-known multimodal methods, we introduce novel methods of fusion and normalization that improve accuracy still further through population analysis.
Conference: Workshop on Multimodal User Authentication
Proceedings: Proceedings MMUA 2003
Dates: December 11-12, 2003
Keywords: authentication,fusion,multibiometrics,multimodal biometrics,normalizatio
Research Areas: Biometrics
PDF version: PDF Document Click here to retrieve PDF version of paper (453KB)