A statistical approach to reliability estimation for fingerprint recognition
Luis Di Martino, Alicia Fernández, Rafael Grompone von Gioi, Federico Lecumberry, Javier Preciozzi
2016 International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 21-23 sep, page 1--8 - 2016
Research Group(s): Tratamiento de Imagenes (gti)
Department(s): Procesamiento de Señales
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Abstract

In this work we focus in the reliability estimation of biometric systems output. We explain why this is a very important problem when deploying a biometric system and face it using a statistical approach. In particular, we present a solution based in the a- contrario approach widely used in the image processing field. We show how this strategy could be adapted and its key advantages with respect to other state-of-the-art reliability measures. A comprehensive set of experiments is used to validate the approach, using different fingerprints databases, matching systems, and comparing the performance with other state-of-the-art confidence measure strategies.

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» Luis Di Martino
» Alicia Fernández
» Rafael Grompone von Gioi
» Federico Lecumberry
» Javier Preciozzi