Computational Algorithms for Fingerprint Recognition (Paperback, Softcover reprint of the original 1st ed. 2004)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	International Series on Biometrics, 1
Release date:	December 2012
First published:	2004
Authors:	Bir Bhanu • Xuejun Tan
Dimensions:	235 x 155 x 12mm (L x W x T)
Format:	Paperback
Pages:	191
Edition:	Softcover reprint of the original 1st ed. 2004
ISBN-13:	978-1-4613-5103-0
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General
LSN:	1-4613-5103-0
Barcode:	9781461351030

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