Spectral Clustering for Medical Imaging.
Chia-Tung KuoPeter B. WalkerOwen T. CarmichaelIan DavidsonPublished in: ICDM (2014)
Keyphrases
- medical imaging
- spectral clustering
- image segmentation
- medical images
- x ray
- clustering method
- anatomical structures
- image analysis
- image registration
- pairwise
- medical image processing
- computed tomography
- image processing and analysis
- image processing
- medical image analysis
- ct images
- data clustering
- biomedical engineering
- shape analysis
- remote sensing
- imaging modalities
- magnetic resonance imaging
- magnetic resonance images
- normalized cut
- image guided
- clustering algorithm
- computer vision
- affinity matrix
- similarity matrix
- spectral methods
- graph laplacian
- constrained spectral clustering
- eigendecomposition
- graph partitioning
- evolutionary clustering
- k means
- constrained clustering
- volumetric data
- deformable models
- markov random field
- expectation maximization