Tianci Fan on Muck Rack

Tianci Fan

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Articles

Knowledge-prior memory discrimination based generative adversarial network for industrial anomaly detection and localization

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By Junchao Chen, Xingyue Liu, Tianci Fan
| Nature
Abstract Industrial anomaly detection and localization have become key procedures in modern manufacturing for product quality assurance. However, it is still challenging for the emerging deep learning-based unsupervised anomaly detection approaches to simultaneously realize high-precision anomaly detection and localization, and generate high-quality anomaly masks end-to-end.
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