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 […]
December 9, 2017
Comments Off on Automatic Ear Landmark Localization, Segmentation & Pose Classification in Range
Posted in: IEEE 2017, MATLAB
Automatic Ear Landmark Localization, Segmentation & Pose Classification in Range Images Abstract Multibiometric systems using face and ear features are increasingly adopted for forensic and civilian applications to address the challenges of facial expressions and occlusions. Although numerous earand face recognition techniques have been proposed, not much work has been conducted in the field of 3-D fiducial points localization and […]