Multiclass Classification of Weld Defects in Radiographic Images Based on Support Vector Machines.
Faiza MekhalfaNafaa NacereddinePublished in: SITIS (2014)
Keyphrases
- radiographic images
- multiclass classification
- binary classification
- support vector
- multi class
- learning machines
- support vector machine
- automatic identification
- low contrast
- multi class classification
- imaging modalities
- cost sensitive
- binary classifiers
- hyperplane
- machine learning algorithms
- svm classifier
- loss function
- feature selection
- classification accuracy
- cross validation
- learning problems
- kernel methods
- multi label
- kernel function
- logistic regression
- computer vision
- base classifiers
- machine learning
- prediction accuracy
- support vector machine svm
- pairwise
- reinforcement learning