Fingerprint Classification through Standard and Weighted Extreme Learning Machines

Fingerprint classification is a stage of biometric identification systems that aims to group fingerprints and reduce search times and computational complexity in the databases of fingerprints. The most recent works on this problem propose methods based on deep convolutional neural networks (CNNs) by...

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Bibliographische Detailangaben
Hauptverfasser: David Zabala-Blanco, Marco Mora, Ricardo J. Barrientos, Ruber Hernández-García, José Naranjo-Torres
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2020-06-01
Schriftenreihe:Applied Sciences
Schlagworte:
fingerprint classification
fingerprint features
extreme learning machine
unbalanced dataset
Online Zugang:https://www.mdpi.com/2076-3417/10/12/4125
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