Method of PCB defect detection with yolov5 algorithm by adding transformer module.
Yuqing LiZuguo ChenPublished in: CSSE (2022)
Keyphrases
- optimization algorithm
- preprocessing
- high accuracy
- detection method
- theoretical analysis
- computational cost
- dynamic programming
- detection algorithm
- improved algorithm
- experimental evaluation
- computational efficiency
- cost function
- computational complexity
- clustering method
- objective function
- significant improvement
- k means
- recognition algorithm
- defect detection
- classification algorithm
- input data
- computationally efficient
- optimization method
- high efficiency
- estimation algorithm
- prior information
- synthetic and real images
- noisy data
- reconstruction method
- matching algorithm
- selection algorithm
- probabilistic model
- classification method
- segmentation method
- multi objective
- energy function
- experimental study
- support vector machine svm
- single pass
- verification method
- region of interest
- image matching
- tree structure
- learning algorithm
- kalman filter
- mathematical model
- em algorithm
- decomposition method
- neural network