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: CVPR (2020)
Keyphrases
- microscopy images
- domain adaptation
- semi supervised
- microscopic images
- confocal images
- cross domain
- multi channel
- pos tagging
- manifold alignment
- labeled data
- semi supervised learning
- cell nuclei
- phase contrast
- supervised learning
- unsupervised learning
- unlabeled data
- multiple sources
- document classification
- pairwise
- electron microscopy
- test data
- sentiment classification
- nonrigid registration
- active learning
- co training
- high dimensional
- target domain
- multi view
- training data