Semantic Segmentation of Nuclei from Breast Histopathological Images by Incorporating Attention in U-Net.
R. RashmiKeerthana PrasadChethana Babu K. UdupaPublished in: CVIP (1) (2020)
Keyphrases
- semantic segmentation
- histopathological images
- cell nuclei
- conditional random fields
- image analysis
- superpixels
- scene classification
- weakly supervised
- visual attention
- low contrast
- object classes
- automated detection
- automated analysis
- object class
- quantitative analysis
- object categories
- image set
- pascal voc
- segmentation algorithm
- object detection
- microscopy images
- object recognition
- machine learning
- segmentation method
- hidden markov models
- feature vectors
- cancer diagnosis
- multiscale