Atlas-based segmentation of brain magnetic resonance imaging using random walks.
Jean-Philippe MorinChristian DesrosiersLuc DuongPublished in: CVPR Workshops (2012)
Keyphrases
- random walk
- magnetic resonance imaging
- brain structures
- atlas based segmentation
- magnetic resonance images
- medical imaging
- medical images
- breast mri
- mri data
- medical image analysis
- mr images
- brain tissue
- deformation field
- anatomical structures
- corpus callosum
- manual segmentation
- shape analysis
- white matter
- brain segmentation
- image analysis
- image registration
- image segmentation
- computed tomography
- brain tumors
- x ray
- quantitative analysis
- brain images
- ct images
- diffusion tensor
- computer vision
- image processing
- watershed transform
- markov chain
- imaging modalities
- human brain
- mutual information
- computer aided diagnosis
- remote sensing
- graph laplacian
- deformable models
- fully automatic
- boundary conditions
- machine learning