Multiclass classifiers for hand-gesture recognition of electromyographic signals from WyoFlex Band.
Ulises VillelaAlessandra GrossiFrancesca GaspariniIván SalgadoMariana BallesterosPublished in: CBMS (2024)
Keyphrases
- multi class
- hand gesture recognition
- multiclass classification
- binary classifiers
- error correcting output codes
- multinomial logistic regression
- hand gestures
- emg signals
- color segmentation
- binary classification problems
- feature selection
- gesture recognition
- multiclass problems
- binary classification
- binary classification tasks
- multiclass svm
- cost sensitive
- human computer interaction
- pairwise
- support vector
- support vector machine
- single class
- multi class problems
- training data
- object detection
- boosting algorithms
- multi label classification
- multiclass learning
- training set
- multiple classes
- multi class classification
- multiclass support vector machines
- perceptron algorithm
- feature set
- data mining
- svm classifier
- machine learning algorithms
- face recognition
- computer vision
- machine learning