Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions.
Jun WangShaoguo WenJianghua YuKaixing ChenXin ZhouPeng GaoGuotong XieChangsheng LiPublished in: BMVC (2020)
Keyphrases
- semi supervised
- active learning
- semi supervised learning
- unlabeled instances
- unlabeled data
- labeled data
- fully supervised
- segmentation algorithm
- level set
- image segmentation
- pairwise
- region growing
- learning strategies
- supervised learning
- segmentation method
- multiscale
- multi view
- medical images
- semi supervised clustering
- labeled examples
- random sampling
- unsupervised learning
- machine learning
- edge detection
- learning algorithm
- version space
- training set
- fully automatic
- labeled and unlabeled data
- experimental design
- co training
- medical imaging
- relevance feedback
- metric learning
- image regions
- image analysis
- subspace learning
- energy function
- feature selection
- batch mode
- training data
- data sets