Preserving objects in Markov Random Fields region growing image segmentation.
Amer DawoudAnton NetchaevPublished in: Pattern Anal. Appl. (2012)
Keyphrases
- image segmentation
- region growing
- markov random field
- object segmentation
- graph cuts
- energy minimization
- mrf model
- segmentation method
- energy function
- belief propagation
- edge information
- seed points
- random fields
- segmentation algorithm
- maximum a posteriori
- image processing
- parameter estimation
- multiscale
- color image segmentation
- active contours
- image restoration
- fuzzy connectedness
- gray level
- seeded region growing
- region competition
- textured images
- region merging
- image segmentation algorithm
- texture segmentation
- segmentation result
- active contour model
- segmented images
- loopy belief propagation
- boundary information
- seed selection
- potential functions
- higher order
- level set method
- pairwise
- watershed transform
- image analysis
- conditional random fields
- computer vision
- watershed segmentation
- multiple objects
- level set