Classification of emotion primitives from EEG signals using visual and audio stimuli.
Yasar DasdemirSerdar YildirimEsen YildirimPublished in: SIU (2015)
Keyphrases
- eeg signals
- signal processing
- brain activity
- motor imagery
- visual information
- eeg data
- brain computer interface
- low level
- linear discriminant classifier
- machine learning
- kernel density estimators
- evoked potentials
- healthy subjects
- visual data
- pattern classification
- co occurrence
- classification accuracy
- feature selection
- cognitive states
- emotion recognition
- facial expressions
- computer vision
- high level
- cross modal
- pattern recognition
- feature vectors
- image analysis
- image classification
- support vector
- video sequences
- audio visual
- image segmentation
- decision trees
- visual stimuli
- multimedia
- emotion classification
- event related potentials