Computational Algorithms for Fingerprint Recognition: International Series on Biometrics, cartea 1
Autor Bir Bhanu, Xuejun Tanen Limba Engleză Hardback – 30 noi 2003
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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Specificații
ISBN-13: 9781402076510
ISBN-10: 1402076517
Pagini: 220
Ilustrații: XX, 191 p.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.49 kg
Ediția:2004
Editura: Springer Us
Colecția Springer
Seria International Series on Biometrics
Locul publicării:New York, NY, United States
ISBN-10: 1402076517
Pagini: 220
Ilustrații: XX, 191 p.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.49 kg
Ediția:2004
Editura: Springer Us
Colecția Springer
Seria International Series on Biometrics
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
1. Introduction.- 2. Learned Templates for Minutiae Extraction.- 3. Fingerprint Indexing.- 4. Fingerprint Matching by Genetic Algorithms.- 5. Genetic Programming for Fingerprint Classification.- 6. Classification and Indexing Approaches for Identification.- 7. Fundamental Performance Analysis — Prediction and Validation.- 8. Summary and Future Work.- References.
Caracteristici
Presents an entire range of novel computational algorithms for fingerprint recognition All the algorithms have been evaluated on NIST-4 database from National Institute of Standards and Technology (NIST)