Pixon-based image segmentation with Markov random fields.
Faguo YangTianzi JiangPublished in: IEEE Trans. Image Process. (2003)
Keyphrases
- markov random field
- image segmentation
- graph cuts
- mrf model
- maximum a posteriori
- belief propagation
- image restoration
- energy minimization
- energy function
- higher order
- parameter estimation
- pairwise
- random fields
- markov random field model
- iterative conditional
- loopy belief propagation
- textured images
- map estimation
- potential functions
- potts model
- computer vision
- image analysis
- multiscale
- image processing
- image understanding
- active contours
- conditional random fields
- segmentation algorithm
- partition function
- map inference
- message passing
- gray level
- level set
- machine learning