Classification of seizure based on the time-frequency image of EEG signals using HHT and SVM.
Kai FuJianfeng QuYi ChaiYong DongPublished in: Biomed. Signal Process. Control. (2014)
Keyphrases
- eeg signals
- signal processing
- extracted features
- image classification
- support vector machine svm
- image features
- input image
- brain computer interface
- fold cross validation
- support vector
- eeg data
- support vector machine
- svm classifier
- brain activity
- image analysis
- multiscale
- motor imagery
- feature selection
- electrical activity
- pattern recognition
- kernel density estimators
- classification method
- feature vectors
- empirical mode decomposition
- feature space
- linear discriminant classifier
- computer vision
- hyperspectral images
- selected features
- feature extraction
- signal analysis
- classification algorithm
- multi class
- training set
- image segmentation
- image processing
- wavelet transform