Efficient Incorporation of Markov Random Fields in Change Detection.
Henrik AanæsAllan Aasbjerg NielsenJens Michael CarstensenRasmus LarsenBjarne K. ErsbøllPublished in: IGARSS (3) (2009)
Keyphrases
- change detection
- markov random field
- remote sensing
- belief propagation
- image segmentation
- remote sensing images
- random fields
- higher order
- data streams
- parameter estimation
- energy function
- energy minimization
- maximum a posteriori
- graph cuts
- satellite images
- remote sensing imagery
- pairwise
- potential functions
- markov networks
- mrf model
- low level vision
- potts model
- image registration
- image restoration
- map estimation
- shot change detection
- multispectral
- data sets
- feature extraction
- conditional random fields
- land cover
- high quality
- map inference
- graphical models