PCB: Uncertainty-Aware Unsupervised Defect Detection on PCB Images Using Reconstructive and Discriminative Models.
Changlin ChenQiman WuJin ZhangHaojie XiaPengrong LinYong WangMengke TianRencheng SongPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- defect detection
- image features
- feature extraction
- image set
- input image
- image retrieval
- image classification
- object recognition
- generative model
- test images
- semi supervised
- semi supervised learning
- unsupervised learning
- segmentation method
- similarity measure
- discriminative models
- markov random field
- segmentation algorithm
- feature points
- machine learning
- supervised learning
- image segmentation
- image processing