December 9, 2017
Comments Off on A GSA- based Method in Human Identification Using Finger Vein Patterns
Posted in: IEEE 2017, MATLAB
A GSA- based Method in Human Identification Using Finger Vein Patterns Abstract Biometric and multibiometric science play an important role in human authentication systems nowadays. Finger vein pattern is one of the most reliable and secure biometrics due to its invariability and safety from stealth. In this paper, a heuristic method is proposed for score level fusion of three different finger vein’s patterns. In the proposed […]
December 9, 2017
Comments Off on Fingerprint Liveness Detection using Convolutional Neural Networks
Posted in: IEEE 2017, MATLAB
Fingerprint Liveness Detection using Convolutional Neural Networks Abstract With the growing use of biometric authentication systems in the recent years, spoof fingerprint detectionhas become increasingly important. In this paper, we use convolutional neural networks (CNNs) forfingerprint liveness detection. Our system is evaluated on the data sets used in the liveness detectioncompetition of the years 2009, 2011, and 2013, which comprises almost 50 000 real and fakefingerprints images. We compare four different […]