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Face Demorphing
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DOI：10.1109/TIFS.2017.2777340.png)
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Abstract
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The morphing attack proved to be a serious threat for modern automated border control systems where face recognition is used to link the identity of a passenger to his/her e-document. In this paper, we show that by exploiting the live face image acquired at the gate, the morphed face image stored in the document can be reverted (or demorphed) enough to reveal the identity of the legitimate document owner, thus allowing the system to issue a warning. A number of practical experiments on two data sets proves the efficacy of our approach.
Keywords:
Automated border control
eMRTD
face demorphing
face morphing attack
face recognition
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