Delineation of Carpal Bones From Hand X-Ray Images Through Prior Model, and Integration of Region-Based and Boundary-Based Segmentations.
Liyilei SuXianjun FuXiaodong ZhangXiaoguang ChengYimin MaYungen GanQingmao HuPublished in: IEEE Access (2018)
Keyphrases
- x ray images
- prior model
- medical images
- x ray
- image segmentation
- segmentation result
- markov random field
- prior models
- maximum a posteriori
- energy function
- noisy images
- posterior distribution
- computer aided surgery
- deformable models
- prior information
- segmentation method
- clinical data sets
- multiscale
- single view
- graph cuts
- ct images
- fracture detection
- region growing
- shape prior
- image processing
- mr images
- probability distribution
- ground truth
- level set
- bayesian inference
- active contours
- bayesian framework
- medical imaging
- image reconstruction