Void Filling of Digital Elevation Models with Deep Generative Models.
Konstantinos GavriilGeorg MuntinghOliver J. D. BarrowcloughPublished in: CoRR (2018)
Keyphrases
- generative model
- digital elevation models
- satellite images
- probabilistic model
- deep belief networks
- multispectral
- discriminative learning
- hierarchical hidden markov models
- aerial images
- urban areas
- discriminative models
- image pairs
- prior knowledge
- topographic maps
- deep learning
- em algorithm
- semi supervised
- conditional random fields
- generative and discriminative models
- change detection
- object categories
- gps data
- high quality
- learning algorithm
- remote sensing
- expectation maximization
- pairwise
- object recognition
- training data