Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation.
Jinxin LvXiaoyu ZengSheng WangRan DuanZhiwei WangQiang LiPublished in: AAAI (2023)
Keyphrases
- segmentation method
- bias field
- segmentation algorithm
- image segmentation
- grey level
- multiscale
- mri images
- brain tissue
- image data
- image analysis
- partial volume
- magnetic resonance images
- edge detection
- tissue segmentation
- image features
- input image
- brain mr images
- energy function
- region growing
- high resolution
- brain mri
- textured images
- mr brain images
- energy functional
- cerebrospinal fluid
- mr images
- medical images
- mri data
- intensity distribution
- graph cuts
- markov random field
- brain atlas
- random fields
- image intensity
- bounding box
- level set
- high quality