On the Pitfalls of Entropy-Based Uncertainty for Multi-class Semi-supervised Segmentation.
Martin Van WaerebekeGregory A. LodygenskyJose DolzPublished in: UNSURE@MICCAI (2022)
Keyphrases
- multi class
- semi supervised
- pairwise
- multi class classification
- object detection
- image segmentation
- segmentation algorithm
- support vector machine
- binary classification
- semi supervised learning
- multiclass problems
- multi class classifier
- multiple classes
- cost sensitive
- unlabeled data
- multiclass classification
- supervised learning
- multi class svm
- multi class boosting
- image processing
- energy function
- pairwise constraints
- binary classification problems
- weakly supervised
- labeled data
- similarity measure
- feature selection
- kernel logistic regression