Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation.
Yang ZhouYongjian WuZihua WangBingzheng WeiMaode LaiJianzhong ShouYubo FanYan XuPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- segmentation method
- image segmentation
- segmented images
- multiscale
- microscopic images
- image analysis
- image regions
- auto annotation
- learning algorithm
- edge detection
- image classification
- segmentation algorithm
- grey level
- pixel level
- instance level
- image features
- image data
- image representation
- input image
- single image
- supervised learning
- confocal images
- weakly labeled
- microscopy images
- semantic segmentation
- gray level images
- test images
- image content
- segmentation accuracy
- active learning
- bounding box
- object segmentation
- segmentation errors
- image segments
- training data
- image structure
- unlabeled images
- label field
- energy function