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.

Show description

Read or Download Deep Learning for Biometrics (Advances in Computer Vision and Pattern Recognition) PDF

Best machine theory books

Download e-book for kindle: Online Optimization of Large Scale Systems by Martin Grötschel,Sven O. Krumke,Joerg Rambau

In its millions of years of background, arithmetic has made a rare ca­ reer. It begun from principles for bookkeeping and computation of components to develop into the language of technological know-how. Its capability for selection help used to be totally well-known within the 20th century in simple terms, vitally aided through the evolution of computing and communi­ cation expertise.

Get Soft Computing and Its Applications, Volume One: A Unified PDF

This is often quantity 1 of the two-volume set delicate Computing and Its functions. This quantity explains the first instruments of sentimental computing in addition to offers an abundance of operating examples and specified layout experiences. The publication begins with assurance of fuzzy units and fuzzy common sense and their quite a few techniques to fuzzy reasoning.

Machine Learning, Optimization, and Big Data: First - download pdf or read online

This bookconstitutes revised chosen papers from the 1st foreign Workshop onMachine studying, Optimization, and large information, MOD 2015, held in Taormina, Sicily,Italy, in July 2015. The 32papers provided during this quantity have been conscientiously reviewed and chosen from 73submissions. They take care of the algorithms, equipment and theories correct indata technological know-how, optimization and laptop studying.

Read e-book online Big Data Management and Processing (Chapman & Hall/CRC Big PDF

From the Foreword:"Big facts administration and Processing is [a] state of the art e-book that bargains with quite a lot of topical issues within the box of massive information. The ebook, which probes many matters with regards to this intriguing and swiftly turning out to be box, covers processing, administration, analytics, and purposes.

Additional info for Deep Learning for Biometrics (Advances in Computer Vision and Pattern Recognition)

Sample text

Download PDF sample

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


by Anthony
4.0

Rated 4.91 of 5 – based on 26 votes