Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling.
Canran LiDongnan LiuHaoran LiZheng ZhangGuangming LuXiaojun ChangWeidong CaiPublished in: MICCAI (8) (2022)
Keyphrases
- color and texture information
- feature vectors
- classification accuracy
- segmentation algorithm
- microscopic images
- image segmentation
- microscopy images
- support vector
- segmentation method
- pattern recognition
- support vector machine
- feature set
- fully automatic
- multiscale
- textural features
- text classification
- machine learning
- features extraction
- feature selection
- decision trees
- automatic classification
- image analysis
- feature subset
- classification method
- automatic recognition
- feature maps
- feature values
- pixel classification
- classification algorithm
- level set
- image classification
- cell nuclei
- training set