Improving Brain MRI Image Segmentation Quality: A Hybrid Technique for Intensity Inhomogeneity Correction.
Samah Abdel AzizAmmar HawbaniXingfu WangTalaat AbdelhamidIsmail Yaqub MaoloodSaeed H. AlsamhiA. S. IsmailPublished in: FRUCT (2023)
Keyphrases
- inhomogeneity correction
- mri images
- mr images
- brain tissue
- bias field
- brain tumors
- magnetic resonance images
- segmentation quality
- mri data
- magnetic resonance
- medical images
- intensity inhomogeneity
- brain structures
- segmentation algorithm
- brain mr images
- brain images
- segmented images
- region merging
- automatic segmentation
- magnetic resonance imaging
- image segmentation algorithm
- accurate segmentation
- human brain
- mr brain images
- image segmentation
- white matter
- image data
- high quality
- morphological operations
- region growing
- medical imaging
- markov random field
- computer vision