Segmentation of 3D Anatomically Diffused Tissues in Magnetic Resonance Images Through Edge-Preserving Constrained Center-Free Fuzzy $C$-Means.
Qing GuoHong SongCong WangJingfan FanDanni AiYuanjin GaoXiaoling YuJian YangPublished in: IEEE Trans. Fuzzy Syst. (2024)
Keyphrases
- magnetic resonance images
- edge preserving
- mri segmentation
- medical images
- fuzzy c means
- medical imaging
- tissue segmentation
- gray matter
- image segmentation
- image restoration
- mr images
- mri images
- noise reduction
- white matter
- fcm algorithm
- anisotropic diffusion
- brain tumors
- magnetic resonance imaging
- brain tissue
- fuzzy clustering
- clustering method
- mri data
- diffusion tensor
- image processing
- image analysis
- clustering algorithm
- x ray
- diffusion process
- markov random field
- maximum a posteriori
- cluster analysis
- segmentation algorithm
- edge detection
- high resolution
- k means
- machine learning
- level set
- image registration