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
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
