End-to-End Fingerprints Liveness Detection using Convolutional Networks with Gram module

no code implementations • 21 Mar 2018 • Eunsoo Park, Xuenan Cui, Weonjin Kim, Hakil Kim

The proposed CNN structure uses the fire module as the base model and uses the gram module for texture extraction.

Patch-based Fake Fingerprint Detection Using a Fully Convolutional Neural Network with a Small Number of Parameters and an Optimal Threshold

no code implementations • 21 Mar 2018 • Eunsoo Park, Xuenan Cui, Weonjin Kim, Jinsong Liu, Hakil Kim

This study proposes a patch-based fake fingerprint detection method using a fully convolutional neural network with a small number of parameters and an optimal threshold to solve the above-mentioned problem.