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Review Open access Aug 2026

Normality-Anchored Regional Evidence Reasoning for Zero-Shot Industrial Anomaly Detection

Industrial visual inspection is a key task in intelligent manufacturing and quality control. However, defective samples in real production lines are usually scarce, diverse in appearance, and expensive to annotate, which makes supervised models that rely on large numbers of defective samples difficult to adapt to new p...

Yan Wang, Guan Zhang, Chun-Xiao Wu et al. · 0 citations

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