Simulation study on the performance of several classifiers in face recognition.
Caijun ChenJia TangPublished in: FSKD (2012)
Keyphrases
- simulation study
- face recognition
- face images
- monte carlo
- decision trees
- subspace methods
- discriminant analysis
- training data
- machine learning algorithms
- support vector
- linear classifiers
- computer vision
- recognition rate
- training set
- classification systems
- principal component analysis
- supervised classification
- feature selection
- human faces
- classifier combination
- linear discriminant
- minimum distance classifier
- linear discriminant analysis
- classification method
- classification algorithm
- test set
- naive bayes
- feature extraction
- machine learning methods
- classification models
- ensemble learning
- classification rate
- sparse representation
- feature set
- multi class
- individual classifiers
- probabilistic classifiers
- data sets