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Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales

Pytorch implementation of "Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales"

Prerequisites:

torch: 1.5.1

numpy: 1.19.0

scikit-image: 0.17.2

scikit-learn: 0.23.1

scipy: 1.5.1

FMLD dataset

https://portland-my.sharepoint.com/:u:/g/personal/cqkong2-c_my_cityu_edu_hk/EZ6PQncsVmJBuYz7IeJVgmgBNtGL2cpkW073SwwJV4cDlQ?e=TLLzGJ

Citation

@article{kong2022detect,
  title={Detect and Locate: Exposing Face Manipulation by Semantic-and Noise-level Telltales},
  author={Kong, Chenqi and Chen, Baoliang and Li, Haoliang and Wang, Shiqi and Rocha, Anderson and Kwong, Sam},
  journal={IEEE Transactions on Information Forensics and Security},
  year={2022},
  publisher={IEEE}
}