Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains.
Mansooreh MontazerinElahe RahimianFarnoosh NaderkhaniSeyed Farokh AtashzarSvetlana N. YanushkevichArash MohammadiPublished in: CoRR (2022)
Keyphrases
- hand gesture recognition
- high density
- emg signals
- hand gestures
- spike trains
- gesture recognition
- low density
- color segmentation
- motor control
- human computer interaction
- data center
- degrees of freedom
- video camera
- real time
- hidden markov models
- user interface
- artificial intelligence
- human activities
- multiscale
- feature extraction