Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning.
Xavier IsabelThomas LabbéFélix ChamberlandÉtienne ButeauEvan CampbellUlysse Côté AllardSimon TamPaul FortierAlexandre Campeau-LecoursMounir BoukadoumErik J. SchemeBenoit GosselinPublished in: BioCAS (2023)
Keyphrases
- deep learning
- real time
- hand gestures
- hand gesture recognition
- hand postures
- human computer interaction
- gesture recognition
- unsupervised learning
- low cost
- machine learning
- feature space
- weakly supervised
- feature selection
- training data
- mental models
- active learning
- training set
- training examples
- semi supervised
- viewpoint
- recognition algorithm
- reinforcement learning
- learning algorithm