Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images.
Marawan ElbatelChristina BornbergManasi KattelEnrique AlmarClaudio MarroccoAlessandro BriaPublished in: CoRR (2022)
Keyphrases
- microscopy images
- semi supervised
- label propagation
- pairwise
- pairwise constraints
- multi channel
- partially labeled
- label information
- fully supervised
- unlabeled samples
- semi supervised learning
- labeled examples
- unlabeled data
- labeled data
- microscopic images
- confocal images
- active learning
- phase contrast
- laser scanning
- training data
- supervised learning
- class labels
- cell division
- cell nuclei
- cancer cells
- image analysis
- electron microscopy
- semi supervised clustering
- multi label