Learning Spatio-temporal features to detect manipulated facial videos created by the Deepfake techniques

Author:

Nguyen Xuan Hau,Tran Thai Son,Le Van Thinh,Nguyen Kim Duy,Truong Dinh-Tu

Publisher

Elsevier BV

Subject

Law,Medical Laboratory Technology,Computer Science Applications,Information Systems,Pathology and Forensic Medicine

Reference29 articles.

1. Mesonet: a compact facial video forgery detection network;Afchar,2018

2. A deep learning approach to universal image manipulation detection using a new convolutional layer;Bayar,2016

3. Energy compaction-based image compression using convolutional autoencoder;Cheng;IEEE Trans. Multimed.,2019

4. Xception: deep learning with depthwise separable convolutions;Chollet,2017

5. Unsupervised speech representation learning using wavenet autoencoders;Chorowski;IEEE/ACM Trans. Audio Speech Language Proc.,2019

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