Handbook of Biometric Anti-Spoofing: Presentation Attack Detection,2nd Edition

Handbook of Biometric Anti-Spoofing: Presentation Attack Detection (Advances in Computer Vision and Pattern Recognition)
ISBN-10 书号: 3319926268
ISBN-13 书号: 9783319926261
Edition 版本: 2nd ed. 2019
Publisher Finelybook 出版日期: 2019-01-02
Pages: 519 pages
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.
Cover Part I. Fingerprint Biometrics
1. An Introduction to Fingerprint Presentation Attack Detection
2. AStudy of Hand-Crafted and Naturally Learned Features for Fingerprint Presentation Attack Detection
3. Optical Coherence Tomography for Fingerprint Presentation Attack Detection
4. Interoperability Among Capture Devices for Fingerprint Presentation Attacks Detection
5. Review of Fingerprint Presentation Attack Detection Competitions Part II. Iris Biometrics
6. Introduction to Iris Presentation Attack Detection
7. Application of Dynamic Features of the Pupil for Iris Presentation Attack Detection
8. Review of Iris Presentation Attack Detection Competitions Part III. Face Biometrics
9. Introduction to Face Presentation Attack Detection
10. Recent Advances in Face Presentation Attack Detection
11. Recent Proress on Face Presentation Attack Detection of 3D Mask Attacks
12. Challenges of Face Presentation Attack Detection in Real Scenarios13. Remote Blood Pulse Analysis for Face Presentation Attack Detection
14. Review of Face Presentation Attack Detection Competitions Part IV. Voice Biometrics
15. Introduction to Voice Presentation Attack Detection and Recent Advances
16. ACross-Database Study of Voice Presentation Attack Detection
17. Voice Presentation Attack Detection Using Convolutional Neural Networks Part V. Other Biometrics
18. An Introduction to Vein Presentation Attacks and Detection
19. Presentation Attacks in Sinature Biometrics: Types and Introduction to Attack Detection art VI. PAD Evaluation,Legal Aspects and Standards
20. Evaluation Methodologies for Biometric Presentation Attack Detection
21.A Legal Perspective on the Relevance of Biometric Presentation Attack Detection (PAD) for Payment Services Under PSDII and the GDPR
22. Standards for Biometric Presentation Attack Detection