Model selection and velocity estimation using novel priors for motion patterns.
Shuang WuHongjing LuAlan L. YuillePublished in: NIPS (2008)
Keyphrases
- model selection
- motion patterns
- parameter estimation
- bayesian framework
- spatio temporal
- cross validation
- error estimation
- space time
- image sequences
- motion model
- hyperparameters
- selection criterion
- motion analysis
- motion segmentation
- moving objects
- feature selection
- mixture model
- hand gestures
- optical flow
- model selection criteria
- gaussian process
- prior information
- information criterion
- bayesian models
- machine learning
- appearance model
- humanoid robot
- posterior distribution
- density estimation
- approximate inference
- generative model
- motion estimation
- marginal likelihood
- maximum a posteriori
- bayesian information criterion
- computational complexity
- reinforcement learning
- computer vision