A data augmentation framework by mining structured features for fake face image detection

Author:

Guo Zhiqing,Yang Gaobo,Wang Dewang,Zhang Dengyong

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Vision and Pattern Recognition,Signal Processing,Software

Reference46 articles.

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

2. Agarwal, S., Farid, H., Gu, Y., He, M., Nagano, K., Li, H., 2019. Protecting World Leaders Against Deep Fakes. In: CVPR Workshops. pp. 38–45.

3. Locally GAN-generated face detection based on an improved xception;Chen;Inform. Sci.,2021

4. A robust GAN-generated face detection method based on dual-color spaces and an improved xception;Chen;IEEE Trans. Circuits Syst. Video Technol.,2021

5. Choi, Y., Choi, M., Kim, M., Ha, J.-W., Kim, S., Choo, J., 2018. Stargan: Unified generative adversarial networks for multi-domain image-to-image translation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 8789–8797.

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