Tracking articulated bodies using Generalized Expectation Maximization.
Andrea FossatiElise ArnaudRadu HoraudPascal FuaPublished in: CVPR Workshops (2008)
Keyphrases
- expectation maximization
- articulated objects
- human body tracking
- em algorithm
- articulated body
- articulated motion
- upper body
- articulated structures
- particle filter
- particle filtering
- real time
- visual tracking
- kalman filter
- gaussian mixture model
- human body
- probabilistic model
- appearance model
- articulated hand
- motion tracking
- human detection
- dirichlet distribution
- articulated human motion
- maximum likelihood estimation
- image reconstruction
- mixture model
- neural network
- moving target
- multiple objects
- motion model
- mean shift
- parameter estimation
- generative model
- maximum likelihood
- image segmentation