Copper Strip Surface Defects Inspection Based on SVM-RBF.
Ruiyu LiangYanqiong DingXuewu ZhangJiasheng ChenPublished in: ICNC (2) (2008)
Keyphrases
- surface defects
- printed circuit boards
- support vector machine svm
- surface inspection
- radial basis function
- machine vision
- support vector
- automated visual inspection
- support vector machine
- quality control
- rbf kernel
- svm classifier
- photometric stereo
- visual inspection
- rbf network
- knn
- rbf neural network
- radial basis function neural network
- k nearest neighbor
- feature extraction
- integrated circuit
- mlp neural networks
- ls svm
- generalization ability
- neural network
- computer vision
- defect detection
- manufacturing process
- pattern recognition
- feature space
- thin film
- artificial neural networks
- kernel function
- feature vectors
- three dimensional
- machine learning
- manufacturing systems
- training data
- multi class
- sequential minimal optimization
- feature selection