Segmenting human knee cartilage automatically from multi-contrast MR images using support vector machines and discriminative random fields.
Kunlei ZhangJun DengWenmiao LuPublished in: ICIP (2011)
Keyphrases
- mr images
- articular cartilage
- magnetic resonance
- manual segmentation
- accurate segmentation
- medical images
- magnetic resonance images
- discriminative random fields
- contrast enhanced
- mri data
- image data
- nonrigid registration
- computer assisted
- mr imaging
- brain tissue
- brain mr images
- inhomogeneity correction
- phantom images
- image segmentation
- partial volume
- brain tumors
- human experts
- bias field
- fully automated
- brain segmentation
- ground truth
- cardiac magnetic resonance
- microscopy images
- model based segmentation
- human subjects
- prostate cancer
- intensity inhomogeneity
- medical image analysis
- surface based registration
- image intensity