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International Series on Biometrics

Computational Algorithms for Fingerprint Recognition

Authors: Bhanu, Bir, Tan, Xuejun

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eBook $149.00
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  • ISBN 978-1-4615-0491-7
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Hardcover $199.00
price for USA
  • ISBN 978-1-4020-7651-0
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Softcover $199.00
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  • ISBN 978-1-4613-5103-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Biometrics such as fingerprint, face, gait, iris, voice and signature, recognizes one's identity using his/her physiological or behavioral characteristics. Among these biometric signs, fingerprint has been researched the longest period of time, and shows the most promising future in real-world applications. However, because of the complex distortions among the different impressions of the same finger, fingerprint recognition is still a challenging problem.

Computational Algorithms for Fingerprint Recognition presents an entire range of novel computational algorithms for fingerprint recognition. These include feature extraction, indexing, matching, classification, and performance prediction/validation methods, which have been compared with state-of-art algorithms and found to be effective and efficient on real-world data. All the algorithms have been evaluated on NIST-4 database from National Institute of Standards and Technology (NIST). Specific algorithms addressed include:
-Learned template based minutiae extraction algorithm,
-Triplets of minutiae based fingerprint indexing algorithm,
-Genetic algorithm based fingerprint matching algorithm,
-Genetic programming based feature learning algorithm for fingerprint classification,
-Comparison of classification and indexing based approaches for identification,
-Fundamental fingerprint matching performance prediction analysis and its validation.

Computational Algorithms for Fingerprint Recognition is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and engineering.

Table of contents (8 chapters)

  • Introduction

    Bhanu, Bir (et al.)

    Pages 1-11

  • Learned Templates for Minutiae Extraction

    Bhanu, Bir (et al.)

    Pages 13-32

  • Fingerprint Indexing

    Bhanu, Bir (et al.)

    Pages 33-57

  • Fingerprint Matching by Genetic Algorithms

    Bhanu, Bir (et al.)

    Pages 59-82

  • Genetic Programming for Fingerprint Classification

    Bhanu, Bir (et al.)

    Pages 83-116

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4615-0491-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-1-4020-7651-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-1-4613-5103-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Algorithms for Fingerprint Recognition
Authors
Series Title
International Series on Biometrics
Series Volume
1
Copyright
2004
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4615-0491-7
DOI
10.1007/978-1-4615-0491-7
Hardcover ISBN
978-1-4020-7651-0
Softcover ISBN
978-1-4613-5103-0
Edition Number
1
Number of Pages
XX, 191
Topics