Probabilistic Inference of Multijoint Movements, Skeletal Parameters and Marker Attachments From Diverse Motion Capture Data.
Emanuel TodorovPublished in: IEEE Trans. Biomed. Eng. (2007)
Keyphrases
- probabilistic inference
- human motion
- motion capture data
- graphical models
- belief networks
- bayesian networks
- motion capture
- conditional probabilities
- message passing
- maximum likelihood
- image sequences
- human computer interaction
- spatio temporal
- human body
- parameter estimation
- expectation maximization
- probabilistic model
- optical flow
- motion patterns
- video sequences
- feature extraction