Towards a wearable low-cost ultrasound device for classification of muscle activity and muscle fatigue.
Lukas BrauschHolger HewenerPaul LukowiczPublished in: UbiComp (2019)
Keyphrases
- low cost
- physical activity
- pattern recognition
- machine learning
- pattern classification
- data acquisition
- classification accuracy
- decision trees
- classification algorithm
- classification scheme
- classification models
- classification method
- support vector
- support vector machine
- feature extraction
- text classification
- feature selection
- support vector machine svm
- class labels
- training set
- brain activity
- highly efficient
- video camera
- real time
- scanning devices
- augmented reality
- training samples
- model selection
- image classification
- feature set
- feature vectors