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Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents. (arXiv:2304.02982v1 [cs.CV])
cs.CR updates on arXiv.org arxiv.org
The capability of doing effective forensic analysis on printed and scanned
(PS) images is essential in many applications. PS documents may be used to
conceal the artifacts of images which is due to the synthetic nature of images
since these artifacts are typically present in manipulated images and the main
artifacts in the synthetic images can be removed after the PS. Due to the
appeal of Generative Adversarial Networks (GANs), synthetic face images
generated with GANs models are difficult to …
adversarial analysis applications artifacts conceal documents doing forensic forensic analysis gans generated generative generative adversarial networks human images large main may nature networks synthetic validation