MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method.
Andrés OrtizJuan Manuel GórrizJavier RamírezDiego Salas-GonzalezPublished in: IWINAC (2) (2011)
Keyphrases
- clustering method
- image segmentation
- mri brain
- k means
- fuzzy c means
- spectral clustering
- cluster analysis
- unsupervised clustering
- brain mri
- medical imaging
- magnetic resonance images
- self organizing maps
- unsupervised learning
- fuzzy c means clustering
- hierarchical clustering
- clustering algorithm
- clustering framework
- image processing
- document clustering
- graph cuts
- supervised classification
- subspace clustering
- region growing
- markov random field
- fuzzy clustering method
- supervised learning
- deformable models
- expectation maximization
- active contours
- multiscale
- similarity measure
- segmentation algorithm
- level set method
- feature selection
- image segmentation algorithm
- segmentation method
- computer vision
- high dimensional
- semi supervised
- energy function
- clustering result
- affinity propagation
- level set
- hierarchical agglomerative clustering
- partial volume effects
- image analysis
- image data