Pattern recognition of electromyography signals based on novel time domain features for amputees' limb motion classification.
Oluwarotimi Williams SamuelHui ZhouXiangxin LiHui WangHaoshi ZhangArun Kumar SangaiahGuanglin LiPublished in: Comput. Electr. Eng. (2018)
Keyphrases
- pattern recognition
- feature extraction
- classification accuracy
- feature vectors
- signal processing
- feature set
- eeg signals
- pattern classification
- classification method
- feature space
- extracted features
- decision trees
- image sequences
- pattern recognition problems
- classification models
- svm classifier
- motion estimation
- classification process
- support vector machine svm
- computer vision
- machine learning
- image classification
- benchmark datasets
- image analysis
- class labels
- support vector machine
- feature analysis
- power quality disturbance
- space time
- neural network
- motion analysis
- position and orientation
- gender classification
- support vector
- pattern representation
- image features
- knn
- moving objects