Automatic Segmentation of the Human Brain Ventricles from MR Images by Knowledge-Based Region Growing and Trimming.
Jimin LiuSu HuangWieslaw L. NowinskiPublished in: Neuroinformatics (2009)
Keyphrases
- human brain
- region growing
- manual segmentation
- automatic segmentation
- segmentation algorithm
- mr images
- image segmentation
- information processing
- magnetic resonance
- segmentation method
- edge information
- medical images
- brain images
- brain imaging
- accurate segmentation
- magnetic resonance images
- graph cuts
- segmentation result
- region merging
- brain tissue
- ct data
- superpixels
- white matter
- carotid artery
- active shape model
- brain structures
- mri data
- brain mr images
- edge detection
- input image
- functional magnetic resonance imaging
- multiscale
- partial volume
- computer vision
- watershed segmentation
- energy function
- ground truth
- x ray
- shape prior