ReFlexeNN - the Wearable EMG Interface with Neural Network Based Gesture Classification.
Hubert ToczkoPawel TrokaPiotr PrzystupTomasz KocejkoPawel KrzyzanowskiMariusz KaczmarekPublished in: HSI (2018)
Keyphrases
- gesture recognition
- classification accuracy
- automatic classification
- text classification
- machine learning
- decision trees
- neural network
- classification systems
- pattern recognition
- feature space
- classification scheme
- classification algorithm
- supervised learning
- input device
- classification method
- human computer interaction
- feature extraction
- sensor networks
- support vector machine
- classification rules
- interface design
- training data
- training set
- feature vectors
- hand gestures
- user interface
- classification models
- human motion
- user friendly
- unsupervised learning
- machine learning methods
- decision rules
- ambient intelligence
- svm classifier
- benchmark datasets
- low cost
- training samples