EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM.
Nabeeha Ehsan MughalMuhammad Jawad KhanKhurram KhalilKashif JavedHasan SajidNoman NaseerUsman GhafoorKeum-Shik HongPublished in: Frontiers Neurorobotics (2022)
Keyphrases
- image classification
- image data
- single image
- input image
- image analysis
- image features
- image feature extraction
- image retrieval
- multiscale
- eeg signals
- image representation
- pattern recognition
- classification accuracy
- image segmentation
- image content
- high resolution
- extracting features
- preprocessing stage
- feature points
- motor imagery
- image matching
- hyperspectral images
- segmentation method
- test images
- feature vectors
- training set
- support vector
- similarity measure
- machine learning
- knn
- low level
- region of interest
- extracted features
- feature extraction
- eeg data
- decision trees
- spectral features
- neural network