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P164 - BIOSIG 2010 - Proceedings of the 9th International Conference of the Biometrics Special Interest Group

https://dl.gi.de/handle/20.500.12116/20076
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Auflistung P164 - BIOSIG 2010 - Proceedings of the 9th International Conference of the Biometrics Special Interest Group nach Autor:in "Breitenstein, Marco"

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  • Konferenzbeitrag
    Towards improving the NIST fingerprint image quality (NFIQ) algorithm
    (BIOSIG 2010: Biometrics and Electronic Signatures. Proceedings of the Special Interest Group on Biometrics and Electronic Signatures, 2010) Merkle, Johannes; Schwaiger, Michael; Breitenstein, Marco; Bausinger, Oliver; Elwart, Kristina; Nuppeney, Markus
    The NIST Fingerprint Image Quality (NFIQ) algorithm has become a standard method to assess fingerprint image quality. However, in many applications a more accurate and reliable assessment is desirable. In this publication, we report on our efforts to optimize the NFIQ algorithm by a re-training of the underlying neural network based on a large fingerprint image database. Although we only achieved a marginal improvement, our work has revealed several areas for potential optimization.