Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models.
Michiel StockKrzysztof DembczynskiBernard De BaetsWillem WaegemanPublished in: CoRR (2016)
Keyphrases
- multi target
- relational models
- relational model
- multi target tracking
- relational data
- probabilistic reasoning
- inference process
- efficient learning
- bayesian networks
- visual tracking
- multi sensor
- query language
- graphical models
- data model
- relational learning
- databases
- probabilistic graphical models
- data association
- markov logic networks
- multiple targets
- probabilistic inference
- multi camera
- learning algorithm
- query processing
- relational databases
- temporal information
- kalman filter
- prior knowledge
- factor graphs
- high level