16/F / Zhang Palmprint Authentication

1. Auflage 2006
ISBN: 978-1-4020-8097-5
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 3, 254 Seiten

Reihe: International Series on Biometrics

"Palmprint Authentication" is the first book to provide a comprehensive introduction to palmprint technologies. It reveals automatic biometric techniques for personal identification using palmprint, from the approach based on offline palmprint images, to the current state-of-the-art algorithm using online palmprint images. "Palmprint Authentication" provides the reader with a basic concept of Palmprint Authentication. It also includes an in-depth discussion of Palmprint Authentication technologies, a detailed description of Palmprint Authentication systems, and an up-to-date coverage of how these issues are developed. This book is suitable for different levels of readers: those who want to learn more about palmprint technology, and those who wish to understand, participate, and/or develop a palmprint authentication system. "Palmprint Authentication" is effectively a handbook for biometric research and development.

Graduate students and researchers in computer science, electrical engineering, systems science, and information technology will all find it uniquely useful, not only as a reference book, but also as a text book. Researchers and practitioners in industry, and R&D laboratories working in the fields of security system design, biometrics, immigration, law enforcement, control, and pattern recognition will also benefit from this volume.

Autoren/Hrsg.

16/F, Maxdo Center

Zhang, David

Inhaltsverzeichnis

1;CONTENTS;6
2;PREFACE;10
3;ACKNOWLEDGEMENTS;12
4;PART I INTRODUCTION AND BACKGROUND;14
4.1;1 INTRODUCTION;15
4.1.1;1.1 Overview;15
4.1.2;1.2 Biometric Systems;17
4.1.3;1.3 Hand-Based Biometrics;20
4.1.4;1.4 Why Palmprint?;23
4.1.5;1.5 Arrangement of this Book;29
4.2;2 PALMPRINT DATA;33
4.2.1;2.1 Palmprint Data Acquisition;33
4.2.2;2.2 Different Online Palmprint Acquisition Devices;36
4.2.3;2.3 Offline Palmprint Databases;39
4.2.4;2.4 Online Palmprint Databases;42
4.2.5;2.5 Summary;45
5;PART II OFFLINE METHODOLOGIES;48
5.1;3 PALMPRINT PREPROCESSING;49
5.1.1;3.1 Introduction;49
5.1.2;3.2 Datum Point Registration;51
5.1.3;3.3 Inked Image Alignment;56
5.1.4;3.4 Experimental Result;58
5.1.5;3.5 Summary;60
5.2;4 FEATURE EXTRACTION AND MATCHING;61
5.2.1;4.1 Line Feature Extraction;61
5.2.2;4.2 Line Matching;64
5.2.3;4.3 Singular Point for Classification;67
5.2.4;4.4 Summary;71
5.3;5 LAYERED IDENTIFICATION USING MULTIPLE FEATURES;73
5.3.1;5.1 Introduction;73
5.3.2;5.2 Coarse-level Classification;74
5.3.3;5.3 Fine- level Identification;77
5.3.4;5.4 Experimental Results;81
5.3.5;5.5 Summary;81
6;PART III ONLINEMETHODOLOGIES;84
6.1;6 PALMPRINT SEGMENTATION BY KEY POINT FEATURES;85
6.1.1;6.1 Square-Based Segmentation;85
6.1.2;6.2 Inscribed Circle-Based Segmentation;90
6.1.3;6.3 Comparison between two Segmentation Approaches;92
6.1.4;6.4 Summary;94
6.2;7 TEXTURE FEATURE USING 2-D GABOR FILTERS;97
6.2.1;7.1 Texture Feature Extraction;97
6.2.2;7.2 Feature Matching;98
6.2.3;7.3 Parameter Selection and Performance Test;99
6.2.4;7.4 Experimental Results and Analysis;105
6.2.5;7.5 Summary;109
6.3;8 LINE FEATURES EXTRACTION AND REPRESENTATION;111
6.3.1;8.1 Palm Line Feature Extraction;111
6.3.2;8.2 Line Matching Strategies;114
6.4;9 LINEAR DISCRIMINATION FEATURE EXTRACTION;125
6.4.1;9.1 Definition: Fisherpalms;125
6.4.2;9.2 Analysis on Fisherpalms;129
6.4.3;9.3 Eigenpalms in Palmprint;134
6.4.4;9.4 Performance Analysis on Eigenpalms;136
6.4.5;9.5 Summary;138
6.5;10 TRANSFORM-BASED PALMPRINT IMAGE ANALYSIS;141
6.5.1;10.1 Palmprint Analysis by Fourier Transform;141
6.5.2;10.2 Wavelet Signatures via Directional Context Modeling;150
6.5.3;10.3 Characterization of Palmprint by Wavelet Signatures;153
6.5.4;10.4 Identification Strategies and Experiments;162
6.6;11 ONLINE PALMPRINT CLASSIFICATION;167
6.6.1;11.1 Online Palmprint Preprocessing;167
6.6.2;11.2 Principal Lines Extraction;172
6.6.3;11.3 Six Types of Palmprints;176
6.6.4;11.4 Experimental Results;178
6.6.5;11.5 Summary;179
6.7;12 HIERARCHICAL PALMPRINT CODING WITH MULTI-FEATURES;181
6.7.1;12.1 Introduction;181
6.7.2;12.2 Hierarchical Palmprint Coding;184
6.7.3;12.3 Multiple Similarity Measurement;186
6.7.4;12.4 Hierarchical Palmprint Matching;188
6.7.5;12.5 Experimental Results;189
6.7.6;12.6 Summary;194
7;PART IV PALMPRINT AUTHENTICATION SYSTEM;196
7.1;13 PALMPRINT ACQUISITION SYSTEM;197
7.1.1;13.1 System Requirements;197
7.1.2;13.2 Parameter Selection;201
7.1.3;13.3 System Performance Evaluation;206
7.1.4;13.4 Summary;209
7.2;14 A PROTOTYPE DESIGN FOR CIVIL APPLICATIONS;211
7.2.1;14.1 Introduction;211
7.2.2;14.2 System Framework;212
7.2.3;14.3 Experimental Results;215
7.2.4;14.4 Performance Evaluation;219
7.2.5;14.5 Potential Applications;228
7.2.6;14.6 Summary;230
7.3;15 BOOK REVIEW AND FUTURE WORK;231
7.3.1;15.1 Book Recapitulation;231
7.3.2;15.2 Future Work;235
8;REFERENCES;239
9;INDEX;249
10;More eBook at www.ciando.com;0