Markov Random Fields in Image Segmentation.
Zoltan KatoJosiane ZerubiaPublished in: Found. Trends Signal Process. (2012)
Keyphrases
- markov random field
- image segmentation
- graph cuts
- mrf model
- belief propagation
- energy minimization
- energy function
- random fields
- parameter estimation
- image restoration
- maximum a posteriori
- higher order
- markov random field model
- conditional random fields
- pairwise
- message passing
- textured images
- partition function
- computer vision
- image analysis
- map estimation
- loopy belief propagation
- segmentation method
- active contours
- low level vision
- iterative conditional
- potts model
- piecewise constant functions
- min cut
- efficient inference
- potential functions
- markov networks
- object segmentation
- multiscale
- image processing