Introduces scenarios and metrics for ambiguous normal samples in anomaly detection plus RePaste method achieving SOTA on the new metric on MVTec AD while retaining high AUROC and PRO.
Memseg: A semi- supervised method for image surface defect detection using differences and commonalities.Engineering Applications of Artificial Intelligence, 119:105835, 2023
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Novel Anomaly Detection Scenarios and Evaluation Metrics to Address the Ambiguity in the Definition of Normal Samples
Introduces scenarios and metrics for ambiguous normal samples in anomaly detection plus RePaste method achieving SOTA on the new metric on MVTec AD while retaining high AUROC and PRO.