GPU-Based acceleration of an automatic white matter segmentation algorithm using CUDA.
Nicole LabraMiguel E. FigueroaPamela GuevaraDelphine DuclapJosselin HouenouCyril PouponJean-François ManginPublished in: EMBC (2013)
Keyphrases
- segmentation algorithm
- white matter
- automatic segmentation
- magnetic resonance images
- human brain
- diffusion imaging
- mri data
- brain tissue
- image segmentation
- region growing
- graph cuts
- object segmentation
- diffusion tensor
- diffusion tensor imaging
- active shape model
- input image
- segmentation method
- gray matter
- brain images
- fully automatic
- superpixels
- cerebrospinal fluid
- segmentation result
- multiple sclerosis
- tensor field
- magnetic resonance imaging
- shape prior
- watershed segmentation
- medical images
- region merging
- shape model
- deformable models
- mr images
- image analysis
- high quality