FocAnnot: Patch-Wise Active Learning for Intensive Cell Image Segmentation.
Bo LinShuiguang DengJianwei YinJindi ZhangYing LiHonghao GaoPublished in: CollaborateCom (2) (2020)
Keyphrases
- active learning
- image segmentation
- graph cuts
- image patches
- learning strategies
- method for image segmentation
- markov random field
- image analysis
- selective sampling
- boundary detection
- region growing
- multiscale
- image processing
- level set method
- contour detection
- shape prior
- random sampling
- active contours
- gray level
- supervised learning
- relevance feedback
- semi supervised
- fuzzy c means
- machine learning
- training examples
- higher order
- unsupervised image segmentation
- reinforcement learning
- graph partitioning
- experimental design
- region segmentation
- imbalanced data classification
- object segmentation
- cost sensitive
- transfer learning
- segmentation method
- energy function
- semi supervised learning
- pairwise
- training set
- computer vision