ExSwin-Unet: An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation.
Yufei WenChongxin LiangJingyin LinHuisi WuJing QinPublished in: ECCV Workshops (3) (2022)
Keyphrases
- brain mri
- image segmentation
- anatomical structures
- region growing
- medical imaging
- magnetic resonance images
- medical images
- mri brain
- shape model
- multiscale
- multiple sclerosis
- segmentation method
- ultrasound images
- segmentation algorithm
- markov random field
- partial volume
- graph cuts
- deformable models
- sliding window
- shape analysis
- inter subject registration
- manual segmentation
- image analysis
- computer vision
- image processing
- window size
- active contours
- edge detection
- energy functional
- object segmentation
- graph partitioning
- segmented images
- shape prior
- noise reduction
- level set