Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition.
Abdulhamit SubasiSaeed Mian QaisarPublished in: J. Ambient Intell. Humaniz. Comput. (2022)
Keyphrases
- range images
- range data
- surface reconstruction
- ensemble methods
- three dimensional
- ensemble learning
- base classifiers
- ensemble classification
- randomized trees
- object recognition
- hand gestures
- sign language recognition
- recognition rate
- machine learning
- recognition accuracy
- gradient boosting
- weak classifiers
- recognition algorithm
- majority voting
- hand movements
- decision trees
- ensemble classifier
- learning algorithm
- action recognition
- decision stumps
- tree induction
- pattern recognition
- d objects
- hand postures
- feature extraction
- emg signals
- meta learning
- three dimensional objects
- weak learners
- training set
- feature selection
- extended gaussian image