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Biometric Fingerprint Recognition (Paperback)
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Biometric Fingerprint Recognition (Paperback)
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Fingerprints are rich in details which are in the form of
discontinuities in ridges known as minutiae. The main purpose of
this book is to implement and evaluate National Institute of
Standards and Technology (NIST) Biometric Image Software (NBIS) for
fingerprint recognition using the system developed in Matlab
environment. This is performed by using C- language MEX-files which
enables to run original C- language code without reimplementing it
as Matlab script. A function is developed with NBIS which helps to
extract minutiae from grayscale fingerprint image and match two
minutiae patterns to produce a match score. In this work 60 unique
users with 8 fingerprints per user i.e., 480 fingerprints had been
used for evaluating the system. Scores obtained from minutia
matcher after comparing with genuine and imposter matching had been
plotted using Receiver Operating Characteristic (ROC) graphs.
Finally the performance of the system is evaluated by analyzing
plotted ROC graphs. The results obtained by using this
functionality can be used for comparing the results obtained with
other techniques for measuring the system performance using ROC
graphs.
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