Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features.
Mingyang LiXiaoying SunWanzhong ChenYun JiangTao ZhangPublished in: IEEE Access (2020)
Keyphrases
- texture features
- image features
- gabor filtering
- textural features
- texture feature extraction
- color and texture features
- image classification
- color features
- feature vectors
- eeg signals
- texture features are extracted
- feature extraction
- wavelet features
- gabor filters
- texture analysis
- gray level
- input image
- epileptic seizures
- gray level co occurrence matrix
- image data
- multiscale
- global image features
- texture classification
- image analysis
- textured images
- image content
- rotation invariant
- decision trees
- texture patterns
- mixture of gaussian distributions
- image retrieval
- feature set
- local binary pattern
- image segmentation
- texture information
- visual features
- extracted features
- similarity measure
- textural information
- classification accuracy
- natural textures
- eeg data
- frequency domain
- pixel level
- signal processing
- texture descriptors
- shape features
- distance measure
- segmentation method
- pattern recognition
- feature selection
- training set
- object recognition
- natural images
- face recognition
- pattern classification
- computer vision