Boundary loss for highly unbalanced segmentation.
Hoel KervadecJihene BouchtibaChristian DesrosiersÉric GrangerJose DolzIsmail Ben AyedPublished in: CoRR (2018)
Keyphrases
- boundary extraction
- segmentation algorithm
- segmentation result
- boundary estimation
- boundary information
- segmentation method
- multiscale
- level set
- image segmentation
- region growing
- medical imaging
- shape prior
- region based segmentation
- region boundaries
- segmented regions
- medical images
- region merging
- grey level
- segmented images
- object segmentation
- object boundaries
- segmentation accuracy
- markov random field
- gradient information
- brain mri
- geodesic active contours
- edge detection
- ground truth
- graph cuts