Performance potential of classical machine learning and deep learning classifiers for isometric upper-body myoelectric control of direction in virtual reality with reduced muscle inputs.
Kevin A. WalshSean SanfordBrian D. CollinsNoam Y. HarelRaviraj NatarajPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- virtual reality
- deep learning
- machine learning
- upper body
- virtual environment
- unsupervised learning
- computer graphics
- three dimensional
- virtual world
- augmented reality
- feature selection
- decision trees
- computer vision
- pattern recognition
- mental models
- training data
- support vector
- model selection
- text classification
- object recognition
- multiscale
- gesture recognition
- weakly supervised
- human pose estimation
- image processing