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1. Visual inspection system for anomaly detection on KTL coatings using variational autoencoders Nejc Kozamernik, Drago Bračun, 2020, published scientific conference contribution Keywords: surface defect inspection, imaging system, anomaly detection, deep generative models, variational autoencoders |
2. Detecting surface anomalies with deep learning Domen Rački, 2022, doctoral dissertation Keywords: Surface defect detection, visual inspection, quality control, solid oral dosage forms, pharmaceutical industry, deep learning, segmentation, convolutional neural networks, visual anomaly detection |
3. Mixed supervision for surface-defect detection Jakob Božič, 2022, master's thesis Keywords: deep learning, surface-defect detection, mixed supervision, anomaly detection, robustness |