[PDF][PDF] Deep Minutiae Fingerprint Extraction Using Equivariance Priors.

M Gouveia, E Castro, A Rebelo, JS Cardoso… - BIOSIGNALS, 2023 - scitepress.org
Currently, fingerprints are one of the most explored characteristics in biometric systems.
These systems typically rely on minutiae extraction, a task highly dependent on image …

Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction?

A Rebelo, T Oliveira, ME Correia… - … Congress on Pattern …, 2018 - Springer
Currently the breakthroughs in most computer vision problems have been achieved by
applying deep learning methods. The traditional methodologies that used to successfully …

Fast and robust friction ridge impression minutiae extraction using feed-forward convolutional neural network

A Nakvosas - US Patent 11,430,255, 2022 - Google Patents
Disclosed is a system and method for rapid noise-robust friction ridge impression minutiae
extraction from digital signal using fully convolutional feed-forward neural network. The …