An Ensemble Method with Edge Awareness for Abnormally Shaped Nuclei Segmentation.
Yue HanYang LeiViktor ShkolnikovDaisy XinAlicia AuduongSteven BarceloJan P. AllebachEdward J. DelpPublished in: CVPR Workshops (2023)
Keyphrases
- ensemble methods
- segmentation method
- microscopy images
- microscopic images
- benchmark datasets
- edge detection
- prediction accuracy
- decision trees
- random forests
- segmentation algorithm
- image segmentation
- base classifiers
- random forest
- ensemble learning
- cell nuclei
- machine learning methods
- multiscale
- white blood cells
- generalization ability
- data sets
- drifting concepts
- rotation forest
- ensemble classifier
- ensemble members
- multi class
- image processing
- classifier ensemble
- machine learning algorithms
- text categorization
- genetic programming
- multilabel classification