Deep learning-based super-resolution fluorescence microscopy on small datasets.
Varun MannamYide ZhangXiaotong YuanScott S. HowardPublished in: CoRR (2021)
Keyphrases
- super resolution
- deep learning
- fluorescence microscopy
- low resolution
- high resolution
- low resolution images
- image super resolution
- high quality
- unsupervised learning
- motion estimation
- single image
- high resolution images
- super resolution reconstruction
- machine learning
- depth map
- image patches
- weakly supervised
- image sequences
- feature selection
- higher order
- spatial information
- model selection