Get Deep Learning for Biometrics (Advances in Computer Vision PDF

By Bir Bhanu,Ajay Kumar

This well timed text/reference provides a extensive evaluation of complex deep studying architectures for studying powerful characteristic illustration for perceptual and biometrics-related projects. The textual content deals a show off of state-of-the-art learn at the use of convolutional neural networks (CNN) in face, iris, fingerprint, and vascular biometric platforms, as well as surveillance structures that use delicate biometrics. problems with biometrics defense also are examined.

Topics and contours: addresses the appliance of deep studying to augment the functionality of biometrics id throughout quite a lot of varied biometrics modalities; revisits  deep studying for face biometrics, delivering insights from neuroimaging, and offers comparability with renowned CNN-based architectures for face reputation; examines deep studying for state of the art latent fingerprint and finger-vein acceptance, in addition to iris popularity; discusses deep studying for delicate biometrics, together with techniques for gesture-based identity, gender type, and tattoo attractiveness; investigates deep studying for biometrics protection, masking biometrics template safeguard tools, and liveness detection to guard opposed to pretend biometrics samples; provides contributions from a world collection of pre-eminent specialists within the box representing academia, and govt laboratories.

Providing either an available creation to the sensible functions of deep studying in biometrics, and a entire assurance of the total spectrum of biometric modalities, this authoritative quantity can be of significant curiosity to all researchers, practitioners and scholars all in favour of comparable parts of desktop imaginative and prescient, development acceptance and desktop learning.

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Deep Learning for Biometrics (Advances in Computer Vision and Pattern Recognition) by Bir Bhanu,Ajay Kumar

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