Hierarchical strategy for sEMG classification of the hand/wrist gestures and forces of transradial amputees.
Francesca LeoneFederico MereuCosimo GentileFrancesca CordellaEmanuele GruppioniLoredana ZolloPublished in: Frontiers Neurorobotics (2023)
Keyphrases
- pattern recognition
- support vector machine
- pattern classification
- hierarchical classification
- classification systems
- classification accuracy
- classification scheme
- image classification
- classification method
- machine learning
- machine learning methods
- decision rules
- hidden markov models
- support vector
- model selection
- support vector machine svm
- benchmark datasets
- classification algorithm
- feature selection
- hand gestures
- hand movements
- coarse to fine
- supervised learning
- training set
- preprocessing
- learning algorithm