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Xu, H. and Veldhuis, R.N.J.
(2009)
Spectral minutiae representations of fingerprints enhanced by quality data.
In: Biometrics: Theory, Applications, and Systems, 2009. BTAS '09. IEEE 3rd International Conference on, 28-30 Sep 2009, Washington DC, USA.
pp. 1-5.
IEEE Computer Society Press.
ISBN 978-1-4244-5020-6
Full text available as:
Official URL: http://dx.doi.org/10.1109/BTAS.2009.5339064  AbstractMany fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality. Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint recognition system. In our algorithm, two types of quality data are used. The first one is the minutiae reliability, expressing the probability that a given point is indeed a minutia; the second one is the minutiae location accuracy, quantifying the error on the minutiae location. We integrate these two types of quality information into the spectral minutiae representation algorithm and achieve a decrease in the Equal Error Rate of over 20% in the experiment.
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