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Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection.
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, (2017)
Local descriptors based on the image noise residual have proven extremely effective for a number of forensic applications, like forgery detection and localization. Nonetheless, motivated by promising results in computer vision, the focus of the research community is now shifting on deep learning. In this paper we show that a class of resi...More
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