Computational Algorithms for Fingerprint Recognition

Bir Bhanu

ISBN 10: 1461351030 / ISBN 13: 9781461351030

Editore: Springer-Verlag New York Inc., 2012

Riguardo questo articolo

This item is printed on demand. New copy - Usually dispatched within 5-9 working days 339. Codice articolo C9781461351030

Dati bibliografici

Titolo: Computational Algorithms for Fingerprint ...

Casa editrice: Springer-Verlag New York Inc.

Data di pubblicazione: 2012

Legatura: Paperback / softback

Condizione: New

Descrizione articolo

Riassunto:

Fingerprints are the most established from of biometrics with 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. This book presents an entire range of novel computational algorithms for fingerprint recognition, all evaluated by the National Institute of Standards and Technology (NIST). 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.

Contenuti:

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.