Chip Pad Inspection Method Based on an Improved YOLOv5 Algorithm.
Jiangjie XuYanli ZouYufei TanZichun YuPublished in: Sensors (2022)
Keyphrases
- high accuracy
- detection algorithm
- objective function
- computational cost
- experimental evaluation
- cost function
- preprocessing
- computational complexity
- dynamic programming
- significant improvement
- detection method
- single pass
- convergence rate
- k means
- segmentation algorithm
- classification algorithm
- optimization algorithm
- synthetic and real images
- segmentation method
- clustering method
- theoretical analysis
- decomposition method
- tree structure
- computationally efficient
- optimization method
- improved algorithm
- high efficiency
- mapping function
- experimental study
- similarity measure
- reconstruction method
- input data
- selection algorithm
- classification method
- parallel implementation
- estimation algorithm
- highly efficient
- probabilistic model
- matching algorithm
- prior information
- region of interest
- support vector machine svm
- lower bound
- energy function
- em algorithm
- parameter estimation
- kalman filter
- search space
- computational efficiency
- image matching
- np hard
- optimal solution
- high speed
- bayesian networks
- particle swarm optimization
- feature extraction
- learning algorithm
- neural network