A Novel Templates Generating Method for Fingerprint Authentication Systems Using Neural Networks

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  • ニューラルネットワークを利用した生体検知用テンプレート生成法の提案

Abstract

This letter describes a novel method to improve detection accuracy in liveness detection for fingerprint authentication systems. We have introduced unique person-specific templates that have been generated with the sensor's scattering responses for the frequency range from 9.5 GHz through 14 GHz using a neural network.

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