This authoritative and comprehensive handbook is the definitive work
on the current state of the art of Biometric Presentation Attack
Detection (PAD) – also known as Biometric Anti-Spoofing. Building on
the success of the previous, pioneering edition, this thoroughly
updated second edition has been considerably expanded to provide even
greater coverage of PAD methods, spanning biometrics systems based on
face, fingerprint, iris, voice, vein, and signature recognition. New
material is also included on major PAD competitions, important
databases for research, and on the impact of recent international
legislation. Valuable insights are supplied by a selection of leading
experts in the field, complete with results from reproducible
research, supported by source code and further information available
at an associated website.Topics and features: reviews the latest
developments in PAD for fingerprint biometrics, covering optical
coherence tomography (OCT) technology, and issues of interoperability;
examines methods for PAD in iris recognition systems, and the
application of stimulated pupillary light reflex for this purpose;
discusses advancements in PAD methods for face recognition-based
biometrics, such as research on 3D facial masks and remote
photoplethysmography (rPPG); presents a survey of PAD for automatic
speaker recognition (ASV), including the use of convolutional neural
networks (CNNs), and an overview of relevant databases; describes the
results yielded by key competitions on fingerprint liveness detection,
iris liveness detection, and software-based face anti-spoofing;
provides analyses of PAD in fingervein recognition, online handwritten
signature verification, and in biometric technologies on mobile
devicesincludes coverage of international standards, the E.U. PSDII
and GDPR directives, and on different perspectives on presentation
attack evaluation. This text/reference is essential reading for anyone
involved in biometric identity verification, be they students,
researchers, practitioners, engineers, or technology consultants.
Those new to the field will also benefit from a number of introductory
chapters, outlining the basics for the most important biometrics.
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Presentation Attack Detection
Produktdetaljer
ISBN
9783319926278
Publisert
2019
Utgave
2. utgave
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter