COMPUTATIONAL ALGORITHMS FOR FINGERPRINT RECOGNITION by Bir Bhanu, Xuejun Tan ( 9781402076510 )

Item Details

Title:

COMPUTATIONAL ALGORITHMS FOR FINGERPRINT RECOGNITION

By:

Format:

Hardback

List price:	£135.00
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ISBN 10:

1402076517

ISBN 13:

9781402076510

Publisher:

SPRINGER-VERLAG NEW YORK INC.

Pub. date:

30 November, 2003

Edition:

2004 ed.

Series:

International Series on Biometrics 1

Pages:

191

Description:

Presents a range of computational algorithms for fingerprint recognition. These include feature extraction, indexing, matching, classification, and performance prediction/validation methods. This work is suitable as a secondary text for graduate-level students in computer science and engineering.

Synopsis:

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.

Illustrations:

XX, 191 p.

Publication:

Imprint:

Springer-Verlag New York Inc.

Returns:

Returnable

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