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Advanced Biometrics

  • Book
  • © 2018

Overview

Authors:
  1. David Zhang

    1. The Hong Kong Polytechnic University , Hong Kong, China

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  2. Guangming Lu

    1. Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China

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  3. Lei Zhang

    1. The Hong Kong Polytechnic University , Hong Kong, China

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  • Introduces some new technologies into the biometric family
  • Introduces a range of efficient feature extraction, matching, and fusion algorithms
  • Presents techniques that are strongly supported by experimental results and developed systems

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xiii
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  2. Overview

    • David Zhang, Guangming Lu, Lei Zhang
    Pages 1-11

  3. High Resolution Fingerprint Recognition

    1. Front Matter

      Pages 13-13
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    2. High Resolution Partial Fingerprint Alignment

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 15-40

    3. Fingerprint Pore Modeling and Extraction

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 41-63

    4. The Resolution for Fingerprint Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 65-81

  4. Finger-Knuckle-Print Verification

    1. Front Matter

      Pages 83-83
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    2. Finger-Knuckle-Print Verification

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 85-109

    3. Local Features for Finger-Knuckle-Print Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 111-130

    4. Global Information for Finger-Knuckle-Print Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 131-149

    5. Finger-Knuckle-Print Verification with Score Level Adaptive Binary Fusion

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 151-174

  5. Other Hand-Based Biometrics

    1. Front Matter

      Pages 175-175
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    2. 3D Fingerprint Reconstruction and Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 177-212

    3. Hand Back Skin Texture for Personal Identification

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 213-233

    4. Line Scan Palmprint Recognition System

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 235-257

    5. Door Knob Hand Recognition System

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 259-284

  6. Some New Head-Based Biometrics

    1. Front Matter

      Pages 285-285
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    2. Dynamic Tongueprint Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 287-308

    3. Online 3D Ear Recognition

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 309-328

    4. Book Review and Future Work

      • David Zhang, Guangming Lu, Lei Zhang
      Pages 329-335
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Keywords

About this book

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.

Authors and Affiliations

  • The Hong Kong Polytechnic University , Hong Kong, China

    David Zhang, Lei Zhang

  • Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China

    Guangming Lu

About the authors

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.

Bibliographic Information

  • Book Title: Advanced Biometrics

  • Authors: David Zhang, Guangming Lu, Lei Zhang

  • DOI: https://doi.org/10.1007/978-3-319-61545-5

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Hardcover ISBN: 978-3-319-61544-8Published: 16 August 2017

  • Softcover ISBN: 978-3-319-87107-3Published: 07 August 2018

  • eBook ISBN: 978-3-319-61545-5Published: 08 August 2017

  • Edition Number: 1

  • Number of Pages: XIII, 335

  • Number of Illustrations: 30 b/w illustrations

  • Topics: Signal, Image and Speech Processing, Biometrics, Biomedical Engineering and Bioengineering

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