Michael D. Indovina
National Institute of Standards and Technology
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Publication
Featured researches published by Michael D. Indovina.
IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005
Robert Snelick; Umut Uludag; Alan Mink; Michael D. Indovina; Anil K. Jain
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. The 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.
international conference on multimodal interfaces | 2003
Robert Snelick; Michael D. Indovina; James H. Yen; Alan Mink
Experimental studies show that multimodal biometric systems for small-scale populations perform better than single-mode biometric systems. We examine if such techniques scale to larger populations, introduce a methodology to test the performance of such systems, and assess the feasibility of using commercial off-the-shelf (COTS) products to construct deployable multimodal biometric systems. A key aspect of our approach is to leverage confidence level scores from preexisting single-mode data. An example presents a multimodal biometrics system analysis that explores various normalization and fusion techniques for face and fingerprint classifiers. This multimodal analysis uses a population of about 1000 subjects, a number ten-times larger than seen in any previously reported study. Experimental results combining face and fingerprint biometric classifiers reveal significant performance improvement over single-mode biometric systems.
Workshop on Multimodal User Authentication | 2003
Michael D. Indovina; Robert Snelick; Alan Mink
NIST Interagency/Internal Report (NISTIR) - 7775 | 2011
Michael D. Indovina; Vladimir N. Dvornychenko; R. A. Hicklin; G I. Kiebuzinski
NIST Interagency/Internal Report (NISTIR) - 7296 | 2006
Patrick J. Grother; R Michael McCabe; Catherine I. Watson; Michael D. Indovina; Wayne J. Salamon; Patricia A. Flanagan; Elham Tabassi; Elaine M. Newton; Charels Wilson
NIST Interagency/Internal Report (NISTIR) - 7209 | 2005
Brad Ulery; R. A. Hicklin; Craig I. Watson; Michael D. Indovina; Kayee K. Hanaoka
NIST Interagency/Internal Report (NISTIR) - 7221 | 2004
Craig I. Watson; Charles L. Wilson; Karen Marshall; Michael D. Indovina; Robert Snelick
NIST Interagency/Internal Report (NISTIR) - 7249 | 2005
Craig I. Watson; Charles L. Wilson; Michael D. Indovina; Brian J. Cochran
NIST Interagency/Internal Report (NISTIR) - 7577 | 2009
Michael D. Indovina; Vladimir N. Dvornychenko; Elham Tabassi; George W. Quinn; Patrick J. Grother; Stephen Meagher; Michael D. Garris
NIST Interagency/Internal Report (NISTIR) - 7477 | 2008
Patrick J. Grother; Wayne J. Salamon; Michael D. Indovina; Craig I. Watson