Non-parametric Brain Tissues Segmentation via a Parallel Architecture of CNNs.
Dante Mújica-VargasAlicia MartínezManuel Matuz-CruzAntonio Luna-AlvarezMildred Morales-XicohtencatlPublished in: MCPR (2019)
Keyphrases
- parallel architecture
- brain tissue
- partial volume
- mri images
- tissue segmentation
- segmentation algorithm
- brain atlas
- bias field
- magnetic resonance images
- automatic segmentation
- gray matter
- mr images
- parallel processing
- region growing
- brain mr images
- image segmentation
- segmentation method
- medical images
- hardware implementation
- level set
- white matter
- cerebrospinal fluid
- shared memory
- parallel implementation
- textured images
- high level synthesis
- brain mri
- brain tumors
- grey level
- mri data
- magnetic resonance
- human brain
- energy function
- multiscale
- intensity distribution
- brain structures
- gray scale
- graph cuts
- image analysis
- pairwise
- high quality