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• W2988576913 abstract "Most malicious photo manipulations are created using standard image editing tools, such as Adobe Photoshop. We present a method for detecting one very popular Photoshop manipulation -- image warping applied to human faces -- using a model trained entirely using fake images that were automatically generated by scripting Photoshop itself. We show that our model outperforms humans at the task of recognizing manipulated images, can predict the specific location of edits, and in some cases can be used to undo a manipulation to reconstruct the original, unedited image. We demonstrate that the system can be successfully applied to artist-created image manipulations." @default.
• W2988576913 created "2019-11-22" @default.
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• W2988576913 date "2019-10-01" @default.
• W2988576913 modified "2023-10-16" @default.
• W2988576913 title "Detecting Photoshopped Faces by Scripting Photoshop" @default.
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• W2988576913 doi "https://doi.org/10.1109/iccv.2019.01017" @default.
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