DeepFake Detection Based on Discrepancies Between Faces and Their Context

We propose a method for detecting face swapping and other identity manipulations in single images. Face swapping methods, such as DeepFake, manipulate the face region, aiming to adjust the face to the appearance of its context, while leaving the context unchanged. We show that this modus operandi pr...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 29. Okt., Seite 6111-6121
1. Verfasser:	Nirkin, Yuval (VerfasserIn)
Weitere Verfasser:	Wolf, Lior, Keller, Yosi, Hassner, Tal
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't