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Industrial Visual Anomaly Synthesis: A Deployment-Oriented Survey

Industrial anomaly detection is impeded by the scarcity of defect samples and the long-tail, open-set nature of defect appearances. Anomaly synthesis and controllable editing address this bottleneck by generating anomalous images and, in many cases, paired supervision for outlier exposure. However,...

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Autori principali: Ruipeng Zhang, Jiangyi Yin, Zhao Li, Qingyun Liu, Zhiquan Qi
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2026-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/11577156/
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