A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18.
Sara BagherzadehMohammad Reza NorouziSepideh Bahri HampaAmirhesam GhasriPouya Tolou KouroshiSaman HosseininasabMohammad Amin Ghasem ZadehAli Motie NasrabadiPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- eeg signals
- wavelet transform
- image coding
- brain computer interface
- signal processing
- multiresolution
- motor imagery
- high frequency
- wavelet analysis
- subband
- image compression
- brain activity
- multiscale
- wavelet coefficients
- facial expressions
- multiresolution analysis
- feature extraction
- linear discriminant classifier
- healthy subjects
- electrical activity
- eeg data
- computer vision
- remote sensing
- neural network