Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels.
Chu HanJiatai LinJinhai MaiYi WangQingling ZhangBingchao ZhaoXin ChenXipeng PanZhenwei ShiXiaowei XuSu YaoLixu YanHuan LinZeyan XuXiaomei HuangGuoqiang HanChanghong LiangZaiyi LiuPublished in: CoRR (2021)
Keyphrases
- multi layer
- semantic segmentation
- scene classification
- class labels
- image classification
- neural network
- conditional random fields
- weakly supervised
- training set
- tissue samples
- superpixels
- feature extraction
- feature vectors
- neural nets
- multiscale
- decision trees
- unsupervised learning
- object class
- object classification
- higher order
- support vector machine
- feature space
- support vector
- machine learning
- text classification
- text mining
- image patches
- object detection
- multi class
- object recognition
- training data
- feature selection