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cs.CV2024★ 1 cited
Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Industrial Anomaly Detection
Junpu Wang, Guili Xu, Chunlei Li +3
Unsupervised anomaly detection using only normal samples is of great significance for quality inspection in industrial manufacturing. Although existing reconstruction-based methods…
cs.CV2022★ 11 cited
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection
Junpu Wang, Guili Xu, Fuju Yan +2
Surface defect detection is an extremely crucial step to ensure the quality of industrial products. Nowadays, convolutional neural networks (CNNs) based on encoder-decoder architec…