Three-dimensional segmentation of brain tissues using Markov random fields and genetic algorithms.
Flávio MilsztajnKlaus de GeusPublished in: SAC (2007)
Keyphrases
- brain tissue
- three dimensional
- genetic algorithm
- magnetic resonance images
- partial volume
- tissue segmentation
- brain atlas
- brain mr images
- mri images
- automatic segmentation
- bias field
- segmentation algorithm
- brain mri
- brain tumors
- gray matter
- medical images
- mr images
- image segmentation
- accurate segmentation
- region growing
- medical imaging
- textured images
- fully automatic
- white matter
- segmentation method
- mri data
- grey level
- multiscale
- texture segmentation
- image processing
- cerebrospinal fluid
- mr brain images
- low contrast
- magnetic resonance
- x ray
- level set
- high quality
- morphological operations
- image intensity
- magnetic resonance imaging
- multiple sclerosis
- edge detection
- color images