An Experimental Evaluation of Linear and Kernel-Based Classifiers for Face Recognition.
Congde LuTaiyi ZhangWei ZhangGuang YangPublished in: ISNN (2) (2005)
Keyphrases
- experimental evaluation
- face recognition
- support vector
- linear support vector machines
- support vector machine
- subspace methods
- training data
- face images
- kernel logistic regression
- kernel discriminant analysis
- multi category
- svm classifier
- classification algorithm
- principal component analysis
- linear svm
- classification models
- facial images
- sparse representation
- test set
- machine learning algorithms
- recognition rate
- decision trees
- multiple classifiers
- binary classification tasks
- multiple kernel learning
- ensemble learning
- linear discriminant analysis
- naive bayes
- training samples
- training set
- kernel pca
- roc curve
- linear model
- discriminant analysis