Computational Algorithms for Fingerprint Recognition

Name: Computational Algorithms for Fingerprint Recognition
Brand: Springer, Berlin
SKU: 9781461351030
Price: 552.3 RON
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Autor: Bir Bhanu, Xuejun Tan

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Legare: Carte broșată

Editura: Springer, Berlin

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Biometrics such as fingerprint, face, gait, iris, voice and signature, recognizes one's identity usi...

Informații despre carte

Autor

Bir Bhanu, Xuejun Tan

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2013

Pagini

191

EAN

9781461351030

ISBN

1461351030

Enbook ID

06796215

Editura

Springer, Berlin

Greutate

338

Dimensiuni

155 x 235 x 12

Descriere completă

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. §

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