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Intelligent Biometric Techniques in Fingerprint and Face Recognition
Lakhmi C Jain, University of South Australia, Adelaide, Australia; Ugur Halici, Middle East Technical University, Ankara, Turkey; Isao Hayashi, Hannan University, Osaka, Japan; S.B. Lee, Korea Maritime University, Pusan, Korea; Shigeyoshi Tsutsui, Hannan University, Osaka, Japan
CRC Press
Engineering

  • Introduction to the field with a review of the available literature
  • Intelligent fingerprint processing for minutia and pore feature extraction and matching
  • Fingerprint sub-classification using a multi-resolution neural network approach
  • A Gabor filter-based method for identifying fingerprints
  • Two gray-scale methods for minutiae extraction and filtering
  • Enhancement algorithms for ridge or valley extraction and their experimental verification
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.

Biometric Techniques in Fingerprint and Face Recognition presents a thorough treatment of established and emerging applications and techniques relevant to this field so rich with opportunity.


Table of Contents
Book Intelligent Biometric Techniques in Fingerprint and Face Recognition
Format Hardcover
ISBN 0849320550
Copyright Year 1999
$238.00   
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Lakhmi C Jain University of South Australia Adelaide Australia Ugur Halici Middle East Technical University Ankara Turkey Isao Hayashi Hannan University Osaka Japan SB Lee Korea Maritime University Pusan Korea Shigeyoshi Tsutsui Hannan University Osaka Japan Intelligent Biometric Techniques Fingerprint Face Recognition

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