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Fake Image Detection

3 papers with code · Computer Vision

( Image credit: FaceForensics++ )

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FaceForensics++: Learning to Detect Manipulated Facial Images

25 Jan 2019ondyari/FaceForensics

In particular, the benchmark is based on DeepFakes, Face2Face, FaceSwap and NeuralTextures as prominent representatives for facial manipulations at random compression level and size.

FACE SWAPPING FAKE IMAGE DETECTION IMAGE GENERATION

MesoNet: a Compact Facial Video Forgery Detection Network

4 Sep 2018DariusAf/MesoNet

This paper presents a method to automatically and efficiently detect face tampering in videos, and particularly focuses on two recent techniques used to generate hyper-realistic forged videos: Deepfake and Face2Face.

FACE SWAPPING FAKE IMAGE DETECTION

Learning to Detect Fake Face Images in the Wild

24 Sep 2018jesse1029/Fake-Face-Images-Detection-Tensorflow

Although Generative Adversarial Network (GAN) can be used to generate the realistic image, improper use of these technologies brings hidden concerns.

FACE SWAPPING FAKE IMAGE DETECTION GAN IMAGE FORENSICS IMAGE GENERATION