WAVELET2VEC: A Filter Bank Masked Autoencoder for EEG-Based Seizure Subtype Classification.
Ruimin PengChangming ZhaoYifan XuJun JiangGuangtao KuangJianbo ShaoDongrui WuPublished in: ICASSP (2023)
Keyphrases
- filter bank
- eeg signals
- wavelet packet
- eeg data
- subband
- multiscale
- signal processing
- image coding
- perfect reconstruction
- multiresolution
- pattern recognition
- biorthogonal wavelet
- brain computer interface
- wavelet coefficients
- feature extraction
- low pass
- machine learning
- wavelet transform
- iir filters
- wavelet features
- feature selection
- wavelet bases
- wavelet decomposition
- image classification
- reconstruction error
- frequency domain
- wavelet filters
- lifting scheme
- feature vectors
- epileptic seizures
- computer vision
- brain activity
- data compression
- feature space
- frequency band
- image segmentation
- similarity measure
- wavelet function
- support vector machine svm