MRF model parameter estimation for contextual supervised classification of remote-sensing images.
Gabriele MoserSebastiano B. SerpicoFederico CausaPublished in: IGARSS (2005)
Keyphrases
- parameter estimation
- supervised classification
- remote sensing images
- markov random field
- mrf model
- change detection
- remote sensing
- multispectral
- remotely sensed images
- image segmentation
- land cover
- supervised learning
- higher order
- graph cuts
- unsupervised classification
- maximum a posteriori
- random fields
- unsupervised learning
- energy function
- high spatial resolution
- parameter estimation algorithm
- multispectral images
- pairwise
- conditional random fields
- remote sensing data
- satellite images
- machine learning
- posterior distribution
- image analysis
- prior model
- maximum likelihood
- model selection
- hyperspectral
- infrared
- reinforcement learning
- decision trees