Applying wavelets transform and support vector machine for copper clad laminate defects classification.
Te-Sheng LiPublished in: Comput. Ind. Eng. (2009)
Keyphrases
- support vector machine
- svm classifier
- support vector
- support vector machine svm
- classification method
- classification algorithm
- feature extraction
- signal processing
- svm classification
- feature vectors
- pattern recognition
- feature space
- multi class
- classification accuracy
- feature selection
- high classification accuracy
- machine learning
- training set
- training data
- kernel function
- supervised learning
- decision boundary
- decision trees
- radial basis function
- structured output
- sequential minimal optimization
- classification scheme
- generalization ability
- pattern classification
- multi class support vector machines
- text classification
- image classification
- wavelet transform
- kernel methods
- machine learning algorithms
- model selection
- support vector regression
- image compression
- defect detection
- perfect reconstruction
- multiresolution
- multi class svm
- multiscale
- similarity measure