Signal2Image Modules in Deep Neural Networks for EEG Classification.
Paschalis A. BizopoulosGeorge I. LambrouDimitrios D. KoutsourisPublished in: EMBC (2019)
Keyphrases
- image classification
- neural network
- pattern recognition
- input image
- single image
- image analysis
- image data
- image features
- image content
- multiscale
- spatial filters
- image representation
- preprocessing stage
- image segmentation
- segmentation algorithm
- image retrieval
- single trial
- signal processing
- feature extraction
- high resolution
- textural features
- impulse response
- support vector
- markov random field
- motor imagery
- image regions
- feature vectors
- eeg signals
- thematic mapper
- spectral features
- single channel
- extracted features
- back propagation
- support vector machine
- classification accuracy
- image processing