Automatic 3D Prostate Image Segmentation via Patch-based Density Constraints Clustering.
Yao YaoShuiping GouYang GuangPublished in: ICVISP (2018)
Keyphrases
- image segmentation
- spectral clustering
- clustering algorithm
- unsupervised clustering
- semi supervised clustering
- k means
- instance level constraints
- density based clustering algorithm
- graph cuts
- cluster validation
- clustering method
- normalized cut
- arbitrary shape
- outlier detection
- data clustering
- pairwise constraints
- graph partitioning
- semi automatic
- denoising
- constrained clustering
- multiscale
- hierarchical clustering
- markov random field
- fully automatic
- gray level
- image analysis
- deformable models
- data points
- ultrasound images
- fuzzy c means
- image segmentations
- image segmentation algorithm
- self organizing maps
- image processing
- level set
- similarity measure
- expectation maximization
- high dimensional data
- mean shift
- density function
- density estimation
- fuzzy clustering
- medical imaging