Autoencoder-based anomaly detection for surface defect inspection
作者： Du-Ming Tsai , Po-Hao Jen
DOI: 10.1016/J.AEI.2021.101272
关键词: Range (statistics) 、 Autoencoder 、 Anomaly detection 、 Sample (statistics) 、 Function (mathematics) 、 Feature vector 、 Regularization (mathematics) 、 Computer science 、 Pattern recognition 、 Feature (computer vision) 、 Artificial intelligence
摘要: … to tackle the defect detection task without defect samples for the training. The proposed method is image-wise defect detection, ie it classifies a test image as defective or defect-free. It is …
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