This book describes a range of new biometric technologies, such as high-resolution fingerprint, finger-knuckle-print, multi-spectral backhand, 3D fingerprint, tongueprint, 3D ear, and multi-spectral iris technologies. Further, it introduces readers to efficient feature extraction, matching and fusion algorithms, in addition to developing potential systems of its own. These advanced biometric technologies and methods are divided as follows: 1. High-Resolution Fingerprint Recognition; 2. Finger-Knuckle-Print Verification; 3. Other Hand-Based Biometrics; and 4. New Head-Based Biometrics.
Traditional biometric technologies, such as fingerprint, face, iris, and palmprint, have been extensively studied and addressed in many research books. However, all of these technologies have their own advantages and disadvantages, and there is no single type of biometric technology that can be used for all applications. Many new biometric technologies have been developed in recent years, especia
lly in response to new applications. The contributions gathered here focus on how to develop a new biometric technology based on the requirements of essential applications, and how to design efficient algorithms that yield better performance.
Edition
Softcover reprint of the original 1st ed. 2018
Language
Place of publication
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
30 s/w Abbildungen
XIII, 335 p. 30 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 20 mm
Weight
ISBN-13
978-3-319-87107-3 (9783319871073)
DOI
10.1007/978-3-319-61545-5
Schweitzer Classification
David Zhang graduated in Computer Science from Peking University. He received his MSc in 1982 and his PhD in 1985 in both Computer Science from the Harbin Institute of Technology (HIT), respectively. From 1986 to 1988 he was a Postdoctoral Fellow at Tsinghua University and then an Associate Professor at the Academia Sinica, Beijing. In 1994 he received his second PhD in Electrical and Computer Engineering from the University of Waterloo, Ontario, Canada. Currently, he is a Chair Professor at the Hong Kong Polytechnic University where he is the Founding Director of Biometrics Research Centre (UGC/CRC) supported by the Hong Kong SAR Government in 1998. He also serves as Visiting Chair Professor in Tsinghua University and HIT, and Adjunct Professor in Shanghai Jiao Tong University, Peking University, National University of Defense Technology and the University of Waterloo. He is the Founder and Editor-in-Chief, International Journal of Image and Graphics (IJIG); Book Editor, Springer International Series on Biometrics (KISB); Organizer, the first International Conference on Biometrics Authentication (ICBA); Associate Editor of more than ten international journals including IEEE Transactions; Technical Committee Chair of IEEE SMC and the author of more than 15 books and over 400 international journal papers. He has been listed as a Highly Cited Researchers in Engineering by Thomos Reters in 2014, 2015 and 2016, respectively. Professor Zhang is a Croucher Senior Research Fellow, Distinguished Speaker of the IEEE Computer Society, and a Fellow of both IEEE and IAPR.
OVERVIEW.- High Resolution Partial Fingerprint Alignment using Pore-Valley Descriptors.- Adaptive Fingerprint Pore Modeling and Extraction.- A Reference High Resolution using Minutiae and Pores.- Online Finger-Knuckle-Print Verification for Personal Authentication.- Phase Congruency Induced Local Features for FKP Verification.- Ensemble of Local and Global Information for Finger-Knuckle-Print Verification.- Reconstruction based FKP Verification with Score Level Adaptive Binary Fusion.- 3D Fingerprint Reconstruction and Recognition.- Multi-Spectral Backhand Authentication.
