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Open access Sep 2026

Comparative Evolution of Digital Image Forgery Detection: From Residual-Saliency Processing to Variational Attention Learning

Digital image forgery detection has progressively shifted from artifact preservation and suspicious-region segmentation toward richer feature learning and uncertainty-aware decision making. This article presents a comparative analysis of two sequential research frameworks developed for image forgery analysis. The first...

.. P, Srinivasan Dr. B · 0 citations

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