Cooperative parallel particle filters for online model selection and applications to urban mobility.
Luca MartinoJesse ReadVíctor ElviraFrancisco LouzadaPublished in: Digit. Signal Process. (2017)
Keyphrases
- model selection
- particle filter
- cross validation
- particle filtering
- likelihood function
- visual tracking
- hyperparameters
- parameter estimation
- object tracking
- sample size
- state space
- machine learning
- motion segmentation
- monte carlo
- regression model
- mean shift
- mixture model
- bayesian inference
- statistical inference
- motion model
- kalman filter
- selection criterion
- feature selection
- variable selection
- data association
- information criterion
- bayesian methods
- density estimation
- image segmentation