Guide To Biometric Reference Systems And Performance Evaluation
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Guide To Biometric Reference Systems And Performance Evaluation
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Author : Dijana Petrovska-Delacrétaz
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-04-05
Guide To Biometric Reference Systems And Performance Evaluation written by Dijana Petrovska-Delacrétaz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-05 with Computers categories.
Biometrics has moved from using fingerprints to using many methods of assessing human physical and behavioral traits. This guide introduces a new performance evaluation framework designed to offer full coverage of performance evaluation of biometric systems.
Guide To Biometric Reference Systems And Performance Evaluation
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Author : Dijana Petrovska-Delacrétaz
language : en
Publisher: Springer
Release Date : 2009-04-02
Guide To Biometric Reference Systems And Performance Evaluation written by Dijana Petrovska-Delacrétaz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-02 with Computers categories.
Biometrics has moved from using fingerprints to using many methods of assessing human physical and behavioral traits. This guide introduces a new performance evaluation framework designed to offer full coverage of performance evaluation of biometric systems.
Biometric Systems
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Author : James L. Wayman
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-09-20
Biometric Systems written by James L. Wayman and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-09-20 with Computers categories.
Biometric Systems provides practitioners with an overview of the principles and methods needed to build reliable biometric systems. It covers three main topics: key biometric technologies, design and management issues, and the performance evaluation of biometric systems for personal verification/identification. The four most widely used technologies are focused on - speech, fingerprint, iris and face recognition. Key features include: in-depth coverage of the technical and practical obstacles which are often neglected by application developers and system integrators and which result in shortfalls between expected and actual performance; and protocols and benchmarks which will allow developers to compare performance and track system improvements.
Guide To Biometrics For Large Scale Systems
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Author : Julian Ashbourn
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-04-11
Guide To Biometrics For Large Scale Systems written by Julian Ashbourn and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-11 with Computers categories.
This book considers biometric technology in a broad light, integrating the concept seamlessly into mainstream IT, while discussing the cultural attitudes and the societal impact of identity management. Features: summarizes the material covered at the beginning of every chapter, and provides chapter-ending review questions and discussion points; reviews identity verification in nature, and early historical interest in anatomical measurement; provides an overview of biometric technology, presents a focus on biometric systems and true systems integration, examines the concept of identity management, and predicts future trends; investigates performance issues in biometric systems, the management and security of biometric data, and the impact of mobile devices on biometrics technology; explains the equivalence of performance across operational nodes, introducing the APEX system; considers the legal, political and societal factors of biometric technology, in addition to user psychology and other human factors.
Biometric System And Data Analysis
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Author : Ted Dunstone
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-10-31
Biometric System And Data Analysis written by Ted Dunstone and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-31 with Computers categories.
This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. It naturally leads to topics including data mining and prediction to be examined in detail. The book places an emphasis on the various performance measures available for biometric systems, what they mean, and when they should and should not be applied. The evaluation techniques are presented rigorously, however they are always accompanied by intuitive explanations. This is important for the increased acceptance of biometrics among non-technical decision makers, and ultimately the general public.
Guide To Biometrics
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Author : Ruud M. Bolle
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-06-29
Guide To Biometrics written by Ruud M. Bolle and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-29 with Computers categories.
Starting with fingerprints more than a hundred years ago, there has been ongoing research in biometrics. Within the last forty years face and speaker recognition have emerged as research topics. However, as recently as a decade ago, biometrics itself did not exist as an independent field. Each of the biometric-related topics grew out of different disciplines. For example, the study of fingerprints came from forensics and pattern recognition, speaker recognition evolved from signal processing, the beginnings of face recognition were in computer vision, and privacy concerns arose from the public policy arena. One of the challenges of any new field is to state what the core ideas are that define the field in order to provide a research agenda for the field and identify key research problems. Biometrics has been grappling with this challenge since the late 1990s. With the matu ration of biometrics, the separate biometrics areas are coalescing into the new discipline of biometrics. The establishment of biometrics as a recognized field of inquiry allows the research community to identify problems that are common to biometrics in general. It is this identification of common problems that will define biometrics as a field and allow for broad advancement.
Computational Methods In Biometric Authentication
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Author : Michael E. Schuckers
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-03
Computational Methods In Biometric Authentication written by Michael E. Schuckers and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-03 with Computers categories.
Biometrics, the science of using physical traits to identify individuals, is playing an increasing role in our security-conscious society and across the globe. Biometric authentication, or bioauthentication, systems are being used to secure everything from amusement parks to bank accounts to military installations. Yet developments in this field have not been matched by an equivalent improvement in the statistical methods for evaluating these systems. Compensating for this need, this unique text/reference provides a basic statistical methodology for practitioners and testers of bioauthentication devices, supplying a set of rigorous statistical methods for evaluating biometric authentication systems. This framework of methods can be extended and generalized for a wide range of applications and tests. This is the first single resource on statistical methods for estimation and comparison of the performance of biometric authentication systems. The book focuses on six common performance metrics: for each metric, statistical methods are derived for a single system that incorporates confidence intervals, hypothesis tests, sample size calculations, power calculations and prediction intervals. These methods are also extended to allow for the statistical comparison and evaluation of multiple systems for both independent and paired data. Topics and features: * Provides a statistical methodology for the most common biometric performance metrics: failure to enroll (FTE), failure to acquire (FTA), false non-match rate (FNMR), false match rate (FMR), and receiver operating characteristic (ROC) curves * Presents methods for the comparison of two or more biometric performance metrics * Introduces a new bootstrap methodology for FMR and ROC curve estimation * Supplies more than 120 examples, using publicly available biometric data where possible * Discusses the addition of prediction intervals to the bioauthentication statistical toolset * Describes sample-size and power calculations for FTE, FTA, FNMR and FMR Researchers, managers and decisions makers needing to compare biometric systems across a variety of metrics will find within this reference an invaluable set of statistical tools. Written for an upper-level undergraduate or master’s level audience with a quantitative background, readers are also expected to have an understanding of the topics in a typical undergraduate statistics course. Dr. Michael E. Schuckers is Associate Professor of Statistics at St. Lawrence University, Canton, NY, and a member of the Center for Identification Technology Research.
Biometrics 100 Most Asked Questions On Physiological Face Fingerprint Hand Iris Dna And Behavioral Keystroke Signature Voice Biometrics Technologies Verification Systems Design Implementation And Performance Evaluation
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Author : Ronald Hall
language : en
Publisher: Emereo Pty Limited
Release Date : 2008-09
Biometrics 100 Most Asked Questions On Physiological Face Fingerprint Hand Iris Dna And Behavioral Keystroke Signature Voice Biometrics Technologies Verification Systems Design Implementation And Performance Evaluation written by Ronald Hall and has been published by Emereo Pty Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09 with Business & Economics categories.
Biometric verification systems offer a radical alternative to passports, PIN numbers, ID cards and driving licences. It uses physiological or behavioral characteristics such as fingerprints, hand geometry, and retinas to check a persons identity. This is the first book to provide an easy-to-read explanation of the technical aspects of biometric systems. This book explains the foundations of how biometrics technology work. Several technologies involving scanning and analyzing unique body characteristics and matching them against information stored in a database are covered. This book is a complete introduction guide that covers the details, principles, methods, and technologies of biometric security systems. It explains the practical applications and covers a number of topics critical for successful biometrics security implementation. These include recognition accuracy, processing speed, intrinsic and system security, privacy and legal requirements, and user acceptance. This book will be an invaluable read for practitioners, managers and IT personnel - in fact for anyone considering, or involved in, implementing a biometric system. Security and financial administrators, computer science professionals, and biometric systems developers will all benefit from an enhanced understanding of this important technology. If you are considering making biometrics a part of your overall security plan this hands-on guide will be very helpful to you.
Performance Evaluation Of Biometric System
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Author : Sheikh Hussain Shaikh Salleh
language : en
Publisher:
Release Date : 2008
Performance Evaluation Of Biometric System written by Sheikh Hussain Shaikh Salleh and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Biometric identification categories.
Biometric Systems
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Author : Loris Nanni
language : en
Publisher: MDPI
Release Date : 2021-09-01
Biometric Systems written by Loris Nanni and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-01 with Technology & Engineering categories.
Because of the accelerating progress in biometrics research and the latest nation-state threats to security, this book's publication is not only timely but also much needed. This volume contains seventeen peer-reviewed chapters reporting the state of the art in biometrics research: security issues, signature verification, fingerprint identification, wrist vascular biometrics, ear detection, face detection and identification (including a new survey of face recognition), person re-identification, electrocardiogram (ECT) recognition, and several multi-modal systems. This book will be a valuable resource for graduate students, engineers, and researchers interested in understanding and investigating this important field of study.