Familiar/unfamiliar face classification from EEG signals by utilizing pairwise distant channels and distinctive time interval.
Abdurrahman ÖzbeyazSami AricaPublished in: Signal Image Video Process. (2018)
Keyphrases
- eeg signals
- pairwise
- signal processing
- eeg data
- motor imagery
- pattern classification
- linear discriminant classifier
- brain activity
- brain computer interface
- human faces
- classification accuracy
- fold cross validation
- data mining
- kernel density estimators
- electrical activity
- feature extraction
- pattern recognition
- feature vectors
- image classification
- high dimensional
- similarity measure
- extracted features
- machine learning
- single trial
- event related potentials
- decision rules