Multi-layer pseudo-supervision for histopathology tissue semantic segmentation using patch-level classification labels.
Chu HanJiatai LinJinhai MaiYi WangQingling ZhangBingchao ZhaoXin ChenXipeng PanZhenwei ShiZeyan XuSu YaoLixu YanHuan LinXiaomei HuangChanghong LiangGuoqiang HanZaiyi LiuPublished in: Medical Image Anal. (2022)
Keyphrases
- multi layer
- semantic segmentation
- scene classification
- superpixels
- conditional random fields
- class labels
- object classification
- pascal voc
- tissue samples
- weakly supervised
- machine learning
- neural network
- feature extraction
- object class
- image patches
- support vector
- object classes
- decision trees
- training set
- natural scenes
- object categories
- image classification
- neural nets
- support vector machine
- artificial neural networks
- multiscale
- pixel level
- active learning
- feature selection
- small number
- image features