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Research questionHow can image forensics distinguish real, fully synthetic, and tampered images while localizing altered pixels?A real-versus-generated label does not reveal whether an image was fully synthesized or partially manipulated, nor where edits occur. Forensic analysis must therefore separate manipulation types while pinpointing altered regions.
AI
Computer Vision
Image & Video Processing
Latest papersRecent research connected to this question, newest first.From Detection to Localization: A Unified Forensics Framework for Fully Synthetic and Tampered ImagesThe source describes an extension of an existing detector with multiclass classification and a segmentation branch for tampered-region localization. It reports classification accuracy and localization IoU against selected recent benchmarks; code is provided, but broader generalization is not established by the supplied evidence.research paper · Sep 2, 2026
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