DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection.
Ching-Wen MaYanwei LiuPublished in: UAI (2023)
Keyphrases
- defect detection
- feature extraction
- automated visual inspection
- discriminative methods
- discriminative learning
- printed circuit boards
- generative model
- discriminative models
- unsupervised learning
- generative and discriminative models
- discriminative training
- semi supervised
- bayesian network classifiers
- deep learning
- data driven
- feature selection
- discriminative power
- semi supervised learning
- max margin
- discriminative features
- hybrid learning
- robust classification
- detection method
- detection algorithm