Feature extraction of EEG signals from epilepsy patients based on Gabor Transform and EMD Decomposition.
Lisheng ChenErbo ZhaoDahui WangZhangang HanShouwen ZhangCuiping XuPublished in: ICNC (2010)
Keyphrases
- eeg signals
- gabor transform
- empirical mode decomposition
- feature extraction
- wavelet transform
- obstructive sleep apnea
- extracted features
- linear discriminant classifier
- epileptic seizures
- signal processing
- information preserving
- real valued
- pattern recognition
- complex valued
- brain computer interface
- healthy subjects
- image processing
- feature vectors
- brain activity
- image classification
- image representation
- multiresolution
- texture features
- distance measure
- pattern classification
- motor imagery
- feature space
- feature selection
- gabor filters
- support vector machine svm
- feature set
- multiscale
- neural network
- texture analysis
- decision rules
- electrical activity
- image retrieval
- event related potentials