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Fingerprints classification using artificial neural networks: a combined structural and statistical approach

✍ Scribed by Khaled Ahmed Nagaty

Book ID
108458333
Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
905 KB
Volume
14
Category
Article
ISSN
0893-6080

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We present new ΓΏngerprint classiΓΏcation algorithms based on two machine learning approaches: support vector machines (SVMs) and recursive neural networks (RNNs). RNNs are trained on a structured representation of the ΓΏngerprint image. They are also used to extract a set of distributed features of th