Haralick feature extraction from time-frequency images for epileptic seizure detection and classification of EEG data.
Larbi BoubchirSomaya Al-MáadeedAhmed BouridanePublished in: ICM (2014)
Keyphrases
- feature extraction
- image classification
- texture feature extraction
- eeg data
- signal analysis
- extracted features
- gabor filters
- feature vectors
- eeg signals
- image features
- texture features
- pattern classification
- image data
- epileptic seizures
- pattern recognition
- ground truth
- frequency domain
- feature space
- image retrieval
- feature selection
- input image
- spectral features
- image registration
- principal component analysis
- image processing
- classification accuracy
- texture analysis
- wavelet transform
- similarity measure
- motor imagery
- information processing
- active learning
- multiresolution
- object recognition
- multiscale
- visual features
- clustering algorithm
- signal processing