27 citations · 66 across the 8 of their papers we have counts for
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cs.CV2022★ 2 cited
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection
Zhiwei Yang, Peng Wu, Jing Liu +1
Existing methods for anomaly detection based on memory-augmented autoencoder (AE) have the following drawbacks: (1) Establishing a memory bank requires additional memory space. (2)…
cs.CV2022★ 8 cited
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities
Minghui Yang, Peng Wu, Jing Liu +1
Under the semi-supervised framework, we propose an end-to-end memory-based segmentation network (MemSeg) to detect surface defects on industrial products. Considering the small int…