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: Bioinform. (2018)
Keyphrases
- super resolution
- bayesian inference
- deep learning
- high resolution
- image reconstruction
- low resolution
- image super resolution
- high resolution images
- video super resolution
- fluorescence microscopy
- super resolution reconstruction
- single image super resolution
- probabilistic model
- low resolution images
- motion estimation
- prior information
- high quality
- unsupervised learning
- super resolved
- motion compensation
- machine learning
- reconstruction method
- mental models
- learning algorithm
- weakly supervised
- image patches
- bayesian networks
- three dimensional
- data sets