Research on Feature Extraction of EEG Signals using MSE-PCA and Sleep Staging.
Yifei FanPublished in: ICSPCC (2018)
Keyphrases
- eeg signals
- feature extraction
- principle component analysis
- principal component analysis
- extracted features
- signal processing
- face recognition
- brain computer interface
- obstructive sleep apnea
- dimension reduction
- dimensionality reduction
- feature space
- feature vectors
- motor imagery
- principal components analysis
- electrical activity
- face images
- brain activity
- healthy subjects
- discriminant analysis
- linear discriminant analysis
- principal components
- preprocessing
- pattern recognition
- extracting features
- neural classifier
- linear discriminant classifier
- independent component analysis
- image processing
- texture analysis
- gabor features
- image classification
- feature set
- wavelet transform
- gabor filters
- event related potentials
- texture features
- manifold learning
- support vector machine svm
- image quality
- non stationary
- training data
- image analysis
- kernel pca
- feature selection
- pattern classification
- local binary pattern