A unifying graph-cut image segmentation framework: algorithms it encompasses and equivalences among them.
Krzysztof Chris CiesielskiJayaram K. UdupaAlexandre X. FalcãoPaulo A. V. MirandaPublished in: Medical Imaging: Image Processing (2012)
Keyphrases
- graph cuts
- image segmentation
- graph based image segmentation
- interactive image segmentation
- interactive segmentation
- energy function
- markov random field
- energy minimization
- segmentation algorithm
- min cut
- shape prior
- clique potentials
- object segmentation
- energy minimization problems
- belief propagation
- multi label
- loopy belief propagation
- mean shift
- globally optimal
- spatial smoothness
- spatial coherence
- probabilistic model
- graph cut segmentation
- image processing
- variational framework
- bayesian framework
- computational complexity
- multi class