A hybrid Local Binary Pattern and wavelets based approach for EEG classification for diagnosing epilepsy.
Kashif Ahmad KhanMuhammed Shanir P. P.Yusuf Uzzaman KhanOmar FarooqPublished in: Expert Syst. Appl. (2020)
Keyphrases
- eeg signals
- local binary pattern
- feature extraction
- signal processing
- eeg data
- texture classification
- face recognition
- healthy subjects
- texture features
- multiscale
- pattern recognition
- feature selection
- spatial information
- rotation invariant
- texture analysis
- machine learning
- image classification
- multiresolution
- classification accuracy
- decision trees
- support vector
- illumination invariant
- matching algorithm
- gaussian mixture model
- feature set
- support vector machine
- preprocessing
- brain computer interface
- texture descriptors
- brain activity
- video sequences
- temporal lobe epilepsy