Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting.
Dongnan LiuDonghao ZhangYang SongFan ZhangLauren O'DonnellHeng HuangMei ChenWeidong CaiPublished in: CoRR (2020)
Keyphrases
- microscopy images
- domain adaptation
- semi supervised
- microscopic images
- multi channel
- pos tagging
- manifold alignment
- confocal images
- semi supervised learning
- labeled data
- cross domain
- phase contrast
- cell nuclei
- multiple sources
- test data
- transfer learning
- electron microscopy
- unsupervised learning
- sentiment classification
- supervised learning
- pairwise
- feature selection
- feature representation
- document classification
- nonrigid registration
- prior knowledge