Subject-Dependent Emotion Recognition System Based on Multidimensional Electroencephalographic Signals: A Riemannian Geometry Approach - Abdel-Ghaffar, Eman A.; Wu, Yujin; Daoudi, Mohamed (IEEE access, 2022)
Keywords: Affine transformations; Arousal; Computer Science; Covariance matrices; Covariance matrix; Covariance matrix estimation; Decision making; Electroencephalography; Emotion recognition; Emotions; Feature extraction; Goodness of fit; Machine learning; Manifolds; Manifolds (mathematics); Mathematical analysis; multidimensional EEG signals; Normal distribution; Probability distribution; Riemannian manifold; signal analysis; Signal and Image Processing; Signal distribution; Signal processing; SPD matrices; Statistical analysis; Statistical tests; Symmetric matrices; Transfer learning; Emotion recognition; SPD Matrices; Transfer Learning; Multidimensional EEG Signals; Signal Analysis; INDEX TERMS Covariance matrix estimation; Riemannian manifold