Signal2Image Modules in Deep Neural Networks for EEG Classification.

Paschalis A. Bizopoulos George I. Lambrou Dimitrios D. Koutsouris

Published 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