An SVM Based Automatic Segmentation Method for Brain Magnetic Resonance Image Series.
Bofeng ZhangWenhao ZhuHui ZhuAnping SongWu ZhangPublished in: UIC/ATC Workshops (2010)
Keyphrases
- segmentation method
- magnetic resonance images
- brain tissue
- region growing
- image segmentation
- automated segmentation
- brain tumors
- object segmentation
- video segmentation
- active contour model
- segmentation algorithm
- mr images
- brain structures
- medical images
- superpixels
- active contours
- ultrasound image segmentation
- human brain
- energy function
- medical imaging
- segmented images
- method for image segmentation
- support vector machine
- brain images
- shape prior
- white matter
- segmentation result
- watershed transform
- model based segmentation
- fully automatic
- intensity information
- magnetic resonance imaging
- manual segmentation
- level set
- machine learning
- region merging
- automatic segmentation
- initial segmentation