DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection.

Ching-Wen Ma Yanwei Liu

Published 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