Image Segmentation with Topological Priors.
Shakir Showkat SofiNadezhda AlsahanovaPublished in: HPEC (2023)
Keyphrases
- image segmentation
- markov random field
- computer vision
- graph cuts
- active contours
- segmentation algorithm
- boundary detection
- region growing
- method for image segmentation
- prior knowledge
- image segmentation algorithm
- bayesian framework
- markov random field model
- probabilistic relaxation
- unsupervised image segmentation
- topological properties
- medical imaging
- image processing
- multiscale
- image analysis
- segmentation method
- maximum a posteriori
- learned from training data
- unsupervised segmentation
- region segmentation
- shape prior
- deformable models
- energy minimization
- data sets
- prior information
- graph partitioning
- level set method
- texture segmentation
- energy function
- object segmentation
- level set
- boundary information
- pairwise
- segmenting images