Boundary loss for highly unbalanced segmentation.
Hoel KervadecJihene BouchtibaChristian DesrosiersEric GrangerJose DolzIsmail Ben AyedPublished in: MIDL (2019)
Keyphrases
- boundary extraction
- segmentation algorithm
- boundary estimation
- segmentation result
- image segmentation
- level set
- fully automatic
- boundary information
- segmentation method
- shape prior
- medical images
- region based segmentation
- graph cuts
- brain mri
- segmentation errors
- image gradient
- prior shape
- geodesic active contours
- gradient information
- image analysis
- segmentation accuracy
- grey level
- image regions
- energy function
- object shape
- image edges
- pixel level
- object segmentation
- object boundaries
- motion segmentation
- active contours