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9780849320552

Intelligent Biometric Techniques in Fingerprint and Face Recognition

by ;
  • ISBN13:

    9780849320552

  • ISBN10:

    0849320550

  • Format: Hardcover
  • Copyright: 1999-06-29
  • Publisher: CRC Press

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Summary

The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems, and limited only by the imaginations of scientists and engineers. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing, which offer the advantages of learning abilities and human-like behavior. This book presents a thorough treatment of established and emerging applications and techniques relevant to this field so rich with opportunity.

Table of Contents

Chapter 1 Introduction to Fingerprint Recognition
1(34)
U. Halici, Turkey
L.C. Jain, Australia
A. Erol, Turkey
Chapter 2 Fingerprint Feature Processing Techniques and Poroscopy
35(72)
A.R. Roddy
J.D. Stosz, U.S.A.
Chapter 3 Fingerprint Sub-Classification: A Neural Network Approach
107(28)
G.A. Drets, Uruguay
H.G. Liljenstrom, Sweden
Chapter 4 A Gabor Filter-Based Method for Fingerprint Identification
135(18)
Y. Hamamoto, Japan
Chapter 5 Minutiae Extraction and Filtering from Gray-Scale Images
153(40)
D. Maio
D. Maltoni, Italy
Chapter 6 Feature Selective Filtering for Ridge Extraction
193(24)
A. Erol
U. Halici
G. Ongun, Turkey
Chapter 7 Introduction to Face Recognition
217(68)
A.J. Howell, U.K.
Chapter 8 Neural Networks for Face Recognition
285(30)
A.S. Pandya
R.R. Szabo, U.S.A.
Chapter 9 Face Unit Radial Basis Function Networks
315(20)
A.J. Howell, U.K.
Chapter 10 Face Recognition from Correspondence Maps
335(20)
R.P. Wurtz, Germany
Chapter 11 Face Recognition by Elastic Bunch Graph Matching
355(44)
L. Wiskott, Germany
J.-M. Fellous, U.S.A.
N. Kruger
C. von der Malsburg, Germany
Chapter 12 Facial Expression Synthesis Using Radial Basis Function Networks
399(26)
I. King
X.Q. Li, Hong Kong
Chapter 13 Recognition of Facial Expressions and Its Application to Human Computer Interaction
425(34)
T. Onisawa
S. Kitazaki, Japan
Index 459

Supplemental Materials

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