Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
Hui QuPengxiang WuQiaoying HuangJingru YiZhennan YanKang LiGregory M. RiedlingerSubhajyoti DeShaoting ZhangDimitris N. MetaxasPublished in: CoRR (2020)
Keyphrases
- weakly supervised
- histopathology images
- semantic segmentation
- superpixels
- segmentation method
- weakly labeled
- fully supervised
- segmentation algorithm
- object segmentation
- multiscale
- relation extraction
- image segmentation
- object class
- semi supervised
- active learning
- topic models
- level set
- shape prior
- medical images
- computer vision
- markov random field
- object detection
- data points
- natural language