Generative models for road network reconstruction.
Colin KuntzschMonika SesterClaus BrennerPublished in: Int. J. Geogr. Inf. Sci. (2016)
Keyphrases
- generative model
- road network
- probabilistic model
- travel time
- moving objects
- shortest path
- discriminative learning
- mixture model
- maximum entropy principle
- em algorithm
- discriminative models
- conditional random fields
- prior knowledge
- three dimensional
- road segments
- expectation maximization
- semi supervised
- representational power
- trajectory data
- generative and discriminative models
- traffic conditions
- image sequences
- object categories
- maximum likelihood
- pairwise
- training data