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Convolutional Neural Network Designs for Finger-vein-based Biometric Identification
With the increase in the number of publicly available finger-vein datasets, most of the recent studies on finger-vein biometrics have started to use Convolutional Neural Networks (CNNs). Since it is not an easy task to ...
Capsule Network for Finger-Vein-based Biometric Identification
Most of the recent researches have determined that finger-vein identification systems have begun to change their direction from hand-crafted feature extraction to automatic feature extraction methods, such as convolutional ...
Enhancement of Finger Vein Images Using Gabor Filter
In this study, rather than locating a fixed region of interest directly on finger vein images, spatial filtering is applied and a texture-based edge detection method is used to give stable results. Koschmieder's Law, which ...