Fast Training and Real-Time Classification Algorithm Based on Principal Component Analysis and F-Transform.
Petr HurtíkIrina PerfilievaPublished in: SCIS&ISIS (2018)
Keyphrases
- classification algorithm
- training phase
- real time
- training set
- principal component analysis
- knn
- k nearest neighbor
- support vector machine
- training procedure
- accurate classification
- document classification
- class labels
- classification method
- face images
- naive bayes
- training examples
- hierarchical classification
- principal components
- training samples
- concept drift
- feature space
- covariance matrix
- face recognition
- classification rules
- learning algorithm
- nearest neighbor
- databases
- input features
- classification accuracy
- image processing
- bayesian networks
- support vector
- multi class