Human motion variation synthesis with multivariate Gaussian processes.
Liuyang ZhouLifeng ShangHubert P. H. ShumHoward LeungPublished in: Comput. Animat. Virtual Worlds (2014)
Keyphrases
- gaussian processes
- human motion
- motion synthesis
- gaussian process
- motion capture
- human body
- image sequences
- dynamical model
- video sequences
- gaussian process regression
- body parts
- regression model
- gaussian process models
- spatio temporal
- human movements
- human pose estimation
- human pose
- human actions
- machine learning
- motion capture data
- multi task
- hyperparameters
- pose estimation
- model selection
- face recognition
- image processing