Multi-class Cell Segmentation Using CNNs with F _1 -measure Loss Function.
Aaron ScherzingerPhilipp HugenrothMarike RüderSven BogdanXiaoyi JiangPublished in: GCPR (2018)
Keyphrases
- loss function
- multi class
- cell segmentation
- pairwise
- low contrast
- quantitative analysis
- microscope images
- cancer cells
- image segmentation
- support vector
- support vector machine
- multi class classification
- object detection
- binary classification
- boosting algorithms
- logistic regression
- error correcting output codes
- binary classifiers
- regularization term
- multi class boosting
- cost sensitive
- feature selection
- data sets
- markov random field
- text mining
- machine learning