CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection.
Huan ZhangLiangxiao JiangChaoqun LiPublished in: Expert Syst. Appl. (2021)
Keyphrases
- defect detection
- cost sensitive
- convolutional neural network
- face detection
- misclassification costs
- multi class
- cost sensitive classification
- cost sensitive learning
- active learning
- binary classification
- naive bayes
- class distribution
- neural network
- feature extraction
- class imbalance
- confidence weighted
- multi label
- detection method
- support vector machine
- decision trees
- object detection
- boosting algorithms
- pairwise
- optimal solution
- cost sensitive boosting