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Computational Algorithms for Fingerprint Recognition (International Series on Biometrics, 1) by Bir Bhanu, Xuejun Tan is a nonfiction available to read on EtoBox.

What is Computational Algorithms for Fingerprint Recognition (International Series on Biometrics, 1) about?

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 l

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Author

Bir Bhanu, Xuejun Tan

Publisher

Kluwer

Published

2012

Language

EN

ISBN

9781402076510

Category

nonfiction

Subjects

Computer Science, Mathematics, Stem