Human Movement Representation on Multivariate Time Series for Recognition of Professional Gestures and Forecasting Their Trajectories.
Sotiris ManitsarisGavriela SenteriDimitrios MakrygiannisAlina GlushkovaPublished in: Frontiers Robotics AI (2020)
Keyphrases
- human movement
- multivariate time series
- human motion
- human body
- hand gestures
- gesture recognition
- phase space reconstruction
- motion capture
- multivariate time series data
- markerless
- motion patterns
- spatial structure
- human activities
- object recognition
- activity recognition
- hidden markov models
- temporal data
- motion tracking
- feature extraction
- unsupervised learning
- temporal patterns
- moving objects
- pairwise
- video sequences