Latent Gaussian Mixture Regression for Human Pose Estimation.
Yan TianLeonid SigalHernán BadinoFernando De la TorreYong LiuPublished in: ACCV (3) (2010)
Keyphrases
- gaussian mixture
- human pose estimation
- gaussian processes
- pose estimation
- em algorithm
- expectation maximization
- gaussian mixture model
- closed form
- covariance matrix
- regression model
- probability density function
- gaussian process
- mixture model
- hyperparameters
- body parts
- human detection
- static images
- latent variables
- human pose
- density estimation
- model selection
- depth images
- feature vectors
- parameter estimation
- generative model
- human body
- object detection
- probabilistic model