Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach.
Suyash P. AwateSaurabh GargRohit JenaPublished in: Medical Image Anal. (2019)
Keyphrases
- image segmentation
- markov random field
- graph cuts
- energy minimization
- mrf model
- markov chain
- belief propagation
- monte carlo
- multiscale
- markov chain monte carlo
- parameter estimation
- energy function
- image processing
- interactive image segmentation
- segmentation algorithm
- higher order
- approximate inference
- method for image segmentation
- data association
- object segmentation
- random fields
- active contours
- deformable models
- posterior distribution
- level set
- boundary detection
- contour detection
- uncertain data
- bayesian inference
- shape prior
- level set method
- decision theory
- pairwise
- computer vision
- probabilistic relaxation