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Listar por materia "Fingerprint classification"

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  • Fingerprint classification based on multilayer extreme learning machines 

    Quinteros, Axel; Zabala-Blanco, David (2025)
    Fingerprint recognition is one of the most effective and widely adopted methods for person identification. However, the computational time required for the querying of large databases is excessive. To address this, ...

  • Fingerprint classification through standard and weighted extreme learning machines 

    Zabala-Blanco, David; Mora, Marco ORCID; Barrientos, Ricardo ORCID; Hernández-García, Ruber; Naranjo-Torres, José (2020)
    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 ...

  • The extreme learning machine algorithm for classifying fingerprints 

    Zabala-Blanco, David; Mora, Marco ORCID; Hernández-García, Ruber; Barrientos, Ricardo ORCID (2020)
    Fingerprint recognition is the most employed bio-metric method for identification and verification purposes. Fingerprint images are classified into five categories according to the morphology of their ridges, which decreases ...