By Bir Bhanu,Ajay Kumar
Topics and lines: addresses the appliance of deep studying to reinforce the functionality of biometrics identity throughout quite a lot of diverse biometrics modalities; revisits deep studying for face biometrics, delivering insights from neuroimaging, and offers comparability with well known CNN-based architectures for face acceptance; examines deep studying for cutting-edge latent fingerprint and finger-vein acceptance, in addition to iris attractiveness; discusses deep studying for tender biometrics, together with techniques for gesture-based id, gender class, and tattoo acceptance; investigates deep studying for biometrics safeguard, protecting biometrics template security equipment, and liveness detection to guard opposed to pretend biometrics samples; offers contributions from an international number of pre-eminent specialists within the box representing academia, and executive laboratories.
Providing either an obtainable creation to the sensible functions of deep studying in biometrics, and a entire assurance of the full spectrum of biometric modalities, this authoritative quantity could be of serious curiosity to all researchers, practitioners and scholars taken with similar components of laptop imaginative and prescient, development popularity and computer learning.
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Extra resources for Deep Learning for Biometrics (Advances in Computer Vision and Pattern Recognition)
Deep Learning for Biometrics (Advances in Computer Vision and Pattern Recognition) by Bir Bhanu,Ajay Kumar