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Zhi-Qiang Qin

1 paper hereh-index 317 citations10 works total

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  • cs.CV1

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1 paper

cs.CV2026

Beyond Geometry: Benchmarking and Consistency Reasoning for 3D Logical Anomaly Detection

Zhiqiang Qin, He Xie, Junfei Yi +5

Existing 3D industrial anomaly detection mainly targets local geometric deviations. In contrast, many industrial anomalies violate object-level design or assembly rules, which we d…

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