Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images.
Larbi BoubchirSomaya Al-MáadeedAhmed BouridaneArab Ali ChérifPublished in: ICIP (2015)
Keyphrases
- epileptic seizures
- eeg signals
- signal processing
- image classification
- extracted features
- local binary pattern
- image retrieval
- ground truth
- feature descriptors
- input image
- image descriptors
- image analysis
- feature extraction
- image registration
- brain activity
- object recognition
- image features
- brain computer interface
- sift descriptors
- spatial information
- motor imagery
- event related potentials
- pattern recognition
- gabor filters
- classification accuracy
- feature vectors
- pattern classification
- texture classification
- activity recognition
- keypoints
- support vector machine
- spatial correlation
- training set
- feature space
- similarity measure
- machine learning