Adaptive motion model selection using a cubic spline based estimation framework.
Haricharan LakshmanHeiko SchwarzThomas WiegandPublished in: ICIP (2010)
Keyphrases
- model selection
- cross validation
- motion segmentation
- parameter estimation
- error estimation
- statistical inference
- statistical learning
- hyperparameters
- regression model
- machine learning
- sample size
- mixture model
- moving objects
- bayesian learning
- b spline
- motion estimation
- variable selection
- bayesian model selection
- selection criterion
- gaussian process
- generalization error
- optical flow
- image sequences
- feature selection