Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation.
Yang ZhouYongjian WuZihua WangBingzheng WeiMaode LaiJianzhong ShouYubo FanYan XuPublished in: CoRR (2023)
Keyphrases
- segmentation method
- microscopic images
- segmented images
- image segmentation
- segmentation algorithm
- auto annotation
- learning algorithm
- pixel level
- image analysis
- input image
- edge detection
- test images
- image features
- multiscale
- grey level
- image classification
- microscopy images
- image retrieval
- single image
- image regions
- image content
- semantic segmentation
- homogeneous regions
- segmentation accuracy
- image pixels
- image structure
- gray value
- adaptive thresholding
- optimal segmentation
- active learning
- superpixels
- training set
- shape prior
- region growing
- region segmentation
- image segmentation algorithm
- pairwise
- energy function
- segmented regions
- medical images