TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation.
Zhenqi HeMathias UnberathJing KeYiqing ShenPublished in: CoRR (2023)
Keyphrases
- lightweight
- multi task
- multi task learning
- segmentation method
- microscopic images
- microscopy images
- learning tasks
- multitask learning
- white blood cells
- feature selection
- level set
- cell nuclei
- multi class
- image segmentation
- multiple tasks
- transfer learning
- gaussian processes
- wireless sensor networks
- learning problems
- sparse learning
- communication infrastructure
- medical images
- support vector
- support vector machine
- semi supervised
- information extraction
- image features
- theoretical analysis
- image processing