Welding monitoring and defect detection using probability density distribution and functional nonparametric kernel classifier.
Abdallah Amine MelakhsouMireille Batton-HubertPublished in: J. Intell. Manuf. (2023)
Keyphrases
- defect detection
- density distribution
- support vector
- kernel density estimation
- feature space
- density function
- density estimates
- linear classifiers
- multiple kernel learning
- training data
- density estimation
- feature selection
- support vector machine
- uniform distribution
- kernel methods
- probability estimates
- feature set
- feature extraction
- welding process
- kernel function
- parzen window
- arbitrary shape
- training samples
- computer vision
- probability distribution
- training set
- machine learning
- nearest neighbor
- prior knowledge