InverseForm: A Loss Function for Structured Boundary-Aware Segmentation.
Shubhankar BorseYing WangYizhe ZhangFatih PorikliPublished in: CoRR (2021)
Keyphrases
- loss function
- pairwise
- segmentation algorithm
- learning to rank
- logistic regression
- segmentation method
- support vector
- region growing
- empirical risk
- medical images
- level set
- risk minimization
- convex loss functions
- boosting framework
- regularization term
- shape prior
- image segmentation
- reproducing kernel hilbert space
- stochastic gradient descent
- markov random field
- image gradient
- segmented regions
- solution path
- machine learning