A Two-Pass Classification Method Based on Hyper-Ellipsoid Neural Networks and SVM's with Applications to Face Recognition.
Chengan GuoChongtao YuanHonglian MaPublished in: ISNN (3) (2007)
Keyphrases
- classification method
- neural network
- face recognition
- support vector machine svm
- knn
- support vector machine
- k nearest neighbor
- pattern recognition
- classification algorithm
- linear discriminant analysis
- classification scheme
- svm classification
- face images
- feature extraction
- artificial neural networks
- recognition rate
- svm classifier
- text classification
- discriminant analysis
- selected features
- active learning
- radial basis function
- principal component analysis
- multi class
- training process
- associative classification
- nearest neighbor rule
- test sample
- sparse representation
- clustering algorithm
- databases
- kernel methods
- back propagation
- nearest neighbor
- support vector
- information retrieval
- unsupervised learning
- facial expressions
- machine learning
- kernel principal component analysis
- data sets