Feature extraction and recognition of ictal EEG using EMD and SVM.
Shufang LiWeidong ZhouQi YuanShujuan GengDongmei CaiPublished in: Comput. Biol. Medicine (2013)
Keyphrases
- feature extraction
- support vector machine svm
- eeg signals
- feature vectors
- feature selection
- hilbert huang transform
- support vector
- empirical mode decomposition
- feature space
- support vector machine
- svm classifier
- pattern recognition
- image processing
- pattern classification
- recognition accuracy
- recognition rate
- image classification
- face recognition
- frequency domain
- preprocessing
- kernel function
- multi class
- object recognition
- extracted features
- ear biometrics
- human recognition
- training data
- knn
- classification method
- distance measure
- feature set
- feature extractor
- wavelet transform
- feature extraction and classification
- kernel principal component analysis
- dimension reduction
- gabor filters
- recognition algorithm
- feature extractors
- texture analysis
- texture features
- brain computer interface
- feature fusion
- linear discriminant analysis
- motor imagery