Modeling dynamic high-DOF finger postures from surface EMG using nonlinear synergies in latent space representation.
Jimson NgeoTomoya TameiKazushi IkedaTomohiro ShibataPublished in: EMBC (2015)
Keyphrases
- latent space
- gaussian process latent variable models
- latent variables
- low dimensional
- lower dimensional
- gaussian process
- dimensionality reduction
- feature space
- matrix factorization
- probabilistic latent semantic analysis
- transfer learning
- parameter space
- generative model
- gaussian processes
- high dimensional
- manifold learning
- feature extraction
- distance metric
- pattern recognition
- regression model
- human body
- high dimensional data
- visual features
- co occurrence
- data sets