DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy.
Yu LiFan XuFa ZhangPingyong XuMingshu ZhangMing FanLihua LiXin GaoRenmin HanPublished in: CoRR (2018)
Keyphrases
- super resolution
- bayesian inference
- deep learning
- high resolution
- image reconstruction
- low resolution
- video super resolution
- image super resolution
- high resolution images
- super resolution reconstruction
- fluorescence microscopy
- single image super resolution
- probabilistic model
- high quality
- motion estimation
- low resolution images
- weakly supervised
- prior information
- super resolved
- image patches
- depth map
- unsupervised learning
- three dimensional
- image processing
- multi view
- machine learning
- motion compensation
- maximum a posteriori
- high dimensional
- particle filter
- graphical models