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image manipulation localization
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image-manipulation-localization-e845af04·1 events·first seen 27d agoAliases: image manipulation localization
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image manipulation detectionimage segmentationAI image verificationContrastive Language-Image Pretraining (CLIP)TextImage Augmentationinformation-driven imaging frameworkmisalignment detectionMotor Imagery Classificationdiffusion-based inpaintingImageNetper-pixel affine modulationLocality-Sensitive Hashing Attention
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AUDITS: A Comprehensive Benchmark for Image Manipulation Localization Across Multiple Analysis Axes
Researchers introduce AUDITS (Analysis Under Domain-shifts, qualIty, Type, and Size), a benchmark of over 530K images designed to evaluate image manipulation detection across multiple axes including domain shift, manipulation type, and size. The dataset draws from user and news photos and incorporates recent diffusion-based inpaintings. Experiments assess the robustness of existing manipulation detection methods under various domain shifts, aiming to advance development of more generalizable detection approaches.