Evaluation of feature extraction techniques and classifiers for finger movement recognition using surface electromyography signal.
Pornchai PhukpattaranontSirinee ThongpanjaKhairul AnamAdel Al-JumailyChusak LimsakulPublished in: Medical Biol. Eng. Comput. (2018)
Keyphrases
- feature extraction
- feature selection
- frequency domain
- emg signals
- signal processing
- feature set
- extracted features
- neural classifier
- feature extractors
- non stationary
- training set
- preprocessing
- support vector
- discriminant analysis
- d objects
- training data
- linear classifiers
- image processing
- three dimensional
- classification models
- test set
- principal component analysis
- wavelet transform
- feature vectors
- knn classifier
- classifier combination
- feature space
- computer vision
- texture classification
- texture analysis
- high frequency
- multiscale
- machine learning algorithms
- support vector machine svm
- training samples
- image classification
- pattern recognition