Input alignment plus self-supervised homography regression fine-tuning improves pretrained-feature anomaly detection on MVTec object classes, but hurts texture classes.
Image based quality inspection in smart manufacturing systems: A literature review.Procedia CIRP, 103:262–267, 2021
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HomographyAD: Deep Anomaly Detection Using Self Homography Learning
Input alignment plus self-supervised homography regression fine-tuning improves pretrained-feature anomaly detection on MVTec object classes, but hurts texture classes.