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Jun, 2023
揭示双重真相:分离面部变形身份以进行面部变形检测
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection
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Eduarda Caldeira, Pedro C. Neto, Tiago Gonçalves, Naser Damer, Ana F. Sequeira...
TL;DR
本研究开发了IDistill方法,利用自编码器学习域信息,并将其精炼为分类器,以便教会它分离身份信息。在三个数据库中它超越了其他方法,并在另外两个数据库中表现出竞争力,有望用于预防生物测量系统攻击中的模拟攻击。
Abstract
morphing attacks
keep threatening
biometric systems
, especially
face recognition
systems. Over time they have become simpler to perform an
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