Introducing the Boundary-Aware loss for deep image segmentation.
Minh On Vu NgocYizi ChenNicolas BoutryJoseph ChazalonEdwin CarlinetClément MalletThierry GéraudPublished in: BMVC (2021)
Keyphrases
- image segmentation
- boundary information
- segmentation result
- boundary and region information
- segmentation method
- method for image segmentation
- region boundaries
- segmented regions
- level set method
- region based image segmentation
- boundary detection
- active contours
- object boundaries
- computer vision
- variational level set
- object segmentation
- deformable models
- image processing
- multiscale
- segmentation algorithm
- multilevel thresholding
- unsupervised image segmentation
- markov random field
- medical imaging
- gray level
- geodesic active
- neural network
- image analysis
- contour detection
- unsupervised segmentation
- deep learning
- region merging
- level set
- texture segmentation
- graph cuts
- energy functional
- energy function
- region growing
- geodesic active contours
- object detection
- ground truth
- segmenting images
- graph partitioning
- shape prior