A multi-kernel based Gaussian process dynamic model for human motion modeling.
Ziqi ZhuJiayuan ZhangJixin ZouPublished in: SPAC (2017)
Keyphrases
- dynamic model
- gaussian process
- human motion
- dynamical models
- dynamical model
- gaussian processes
- human body
- motion capture
- experimental data
- gaussian process models
- regression model
- video sequences
- hyperparameters
- particle filtering
- bayesian framework
- latent variables
- image sequences
- model selection
- semi supervised
- motion sequences
- support vector
- machine learning
- sample size
- body parts
- incremental learning
- graphical models
- autoregressive
- active learning
- optical flow
- markerless
- spatio temporal