Shape-restricted support vector machine (SR-SVM): a SVM classifier taking supplementary shape information of input.
Geng DengYaoguo XieXindong WangQiang FuPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- image classification
- support vectors
- svm classification
- multi class
- kernel function
- feature selection
- hyperplane
- machine learning
- classification algorithm
- feature vectors
- generalization ability
- feature space
- training data
- super resolution
- training set
- kernel methods
- linear classifiers
- support vector machine classifier
- k nearest neighbor
- maximum margin
- decision function
- statistical learning theory
- selected features
- radial basis function
- feature extraction
- binary classification
- sequential minimal optimization
- radial basis function kernel
- fold cross validation
- feature subset
- semi supervised
- knn
- classification accuracy
- computer vision