A lightweight segmentation method based on residual U-Net for MR images.
Junhui HuangDangguo ShaoHan LiuYan XiangLei MaSanli YiHui XuPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- lightweight
- mr images
- segmentation method
- magnetic resonance
- medical images
- magnetic resonance images
- manual segmentation
- segmentation result
- image segmentation
- automated segmentation
- image data
- region growing
- accurate segmentation
- active contours
- segmentation algorithm
- mri data
- nonrigid registration
- superpixels
- object segmentation
- active contour model
- brain tissue
- energy function
- intensity inhomogeneity
- brain tumors
- segmented images
- model based segmentation
- brain mr images
- watershed segmentation
- shape prior
- magnetic resonance imaging
- intensity distribution
- intraoperative
- region merging
- image processing
- intensity information
- brain structures
- contrast enhanced