Classification of EEG signals for detection of epileptic seizure activities based on feature extraction from brain maps using image processing algorithms.
Sairamya Nanjappan JothirajThomas George SelvarajBalakrishnan RamasamyNarain Ponraj DeivendranM. S. P. SubathraPublished in: IET Image Process. (2018)
Keyphrases
- epileptic seizures
- eeg signals
- image processing algorithms
- image processing
- feature extraction
- extracted features
- signal processing
- brain activity
- brain computer interface
- electrical activity
- motor imagery
- event related potentials
- hardware implementation
- frequency analysis
- feature vectors
- linear discriminant classifier
- eeg data
- feature extraction and classification
- brain signals
- texture features
- support vector machine svm
- image classification
- feature space
- pattern recognition
- training data
- machine learning
- neural network