Overview

The third edition of 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 editions, this thoroughly updated third edition has been considerably revised 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 recent technologies like Vision Transformers, and reviewof competition series; examines methods for PAD in iris recognition systems, the use of pupil size measurement or multiple spectra for this purpose; discusses advancements in PAD methods for face recognition-based biometrics, such as recent progress on detection of 3D facial masks and the use of multiple spectra with Deep Neural Networks; presents an analysis of PAD for automatic speaker recognition (ASV), including a study of the generalization to unseen attacks; describes the results yielded by key competitions on fingerprint liveness detection, iris liveness detection, and face anti-spoofing; provides analyses of PAD in finger-vein recognition, in signature biometrics, and in mobile biometrics; includes coverage of international standards in PAD and legal aspects of image manipulations like morphing.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. 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.

Full Product Details

Author:   Sébastien Marcel ,  Julian Fierrez ,  Nicholas Evans
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   3rd ed. 2023
Weight:   1.081kg
ISBN:  

9789811952876

ISBN 10:   9811952876
Pages:   595
Publication Date:   25 February 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

An Introduction to Fingerprint Presentation Attack DetectionJulian Fierrez, Javier Galbally, Raffaele Cappelli, and Arun Ross A Study of Hand-Crafted and Naturally-Learned Features for Fingerprint Presentation Attack Detection Kiran B. Raja, R. Raghavendra, Sushma Venkatesh, Marta Gomez-Barrero, Christian Rathgeb, and Christoph Busch Optical Coherence Tomography for Fingerprint Presentation Attack Detection Yaseen Moolla, Luke Darlow, Ameeth Sharma, Ann Singh, and Johan van der Merwe Interoperability among Capture Devices for Fingerprint Presentation Attacks Detection P. Tuveri, L. Ghiani, M. Zurutuza, V. Mura, and G.L. Marcialis Review of Fingerprint Presentation Attack Detection Competitions David Yambay, Luca Ghiani, Gian Luca Marcialis. Fabio Roli, and Stephanie Schuckers Introduction to Iris Presentation Attack Detection Aythami Morales, Julian Fierrez, Javier Galbally, and Marta Gomez-Barrero Application of Dynamic Features of the Pupil for Iris Presentation Attack Detection Adam Czajka and Benedict Becker Review of Iris Presentation Attack Detection Competitions David Yambay, Adam Czajka, Kevin Bowyer, Mayank Vatsa, Richa Singh, Afzel Noore, and Stephanie Schuckers Introduction to Face Presentation Attack Detection Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, and Javier Galbally Recent Advances in Face Presentation Attack Detection Sushil Bhattacharjee and Amir Mohammadi and André Anjos, and Sébastien Marcel Recent Progress on Face Anti-Spoofing against 3D Mask Attack Si-Qi Liu, Pong C. Yuen, Xiaobai Li, and Guoying Zhao Challenges of Face Presentation Attack Detection in Real Scenarios Artur Costa-Pazo, Esteban Vazquez-Fernandez, Jos´e Luis Alba-Castro, and Daniel González-Jiménez Remote Blood Pulse Analysis for Face Presentation Attack Detection Guillaume Heusch and Sébastien Marcel Review of Face Presentation Attack Detection Competitions Jukka Komulainen, Zinelabidine Boulkenafet, and Zahid Akhtar Introduction to Voice Presentation Attack Detection and Recent Advances Md Sahidullah, Héctor Delgado, Massimiliano Todisco, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, and Kong-Aik Lee A Cross-Database Study of Voice Presentation Attack Detection Pavel Korshunov and Sébastien Marcel Voice Presentation Attack Detection Using Convolutional Neural Networks Ivan Himawan, Srikanth Madikeri, Petr Motlicek, Milos Cernak, Sridha Sridharan, and Clinton Fookes An Introduction to Vein Presentation Attacks and Detection André Anjos, Pedro Tomé and Sébastien Marcel Presentation Attacks in Signature Biometrics: Types and Introduction to Attack Detection Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, and Javier Ortega-Garcia Evaluation Methodologies for Biometric Presentation Attack Detection Ivana Chingovska, Amir Mohammadi, André Anjos, and Sébastien Marcel A Legal Perspective on the Relevance of Biometric Presentation Attack Detection (PAD) for Payment Services Under PSDII and the GDPR E. J. Kindt Standards for Biometric Presentation Attack Detection Christoph Busch

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Author Information

Prof. Sébastien Marcel is a Senior Researcher and Head of the Biometrics Security and Privacy Group at the Idiap Research Institute, Martigny, Switzerland. He is a Lecturer at École polytechnique fédérale de Lausanne (EPFL) and Professor at the Université de Lausanne (UNIL). He is also the Director of the Swiss Center for Biometrics Research and Testing. He was Vice-President Conferences of the IEEE Biometrics Council, and the Project Coordinator of the EC-funded TABULA RASA (Trusted Biometrics under Spoofing Attacks) and BEAT (Biometrics Evaluation and Testing) projects. Prof. Julian Fierrez is a full Professor in the School of Engineering (EPS) at the Autonomous University of Madrid (UAM), Spain. He is Vice-Chair of the IAPR Technical Committee on Biometrics (TC4), has participated in large EU projects focused on biometrics since 2003 (most notably BIOSEC, BIOSECURE, TABULA RASA, and BEAT), and has received a number of best paper awards and other prestigious research distinctions, including the IAPR Young Biometrics Investigator Award 2017. Prof. Nicholas Evans is a Professor at EURECOM, Biot, France where he heads research in Audio Security and Privacy within the Digital Security Department. He participated in the EU BIOSECURE, TABULA RASA, OCTAVE  and TReSPAsS-ETN projects and is among the co-founders of the ASVspoof (2015-2021) and SASV (2022) initiatives and challenge series relating to spoofing-robust voice biometrics.

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