Scalable Variational Inference for Super Resolution Microscopy.
Ruoxi SunEvan ArcherLiam PaninskiPublished in: AISTATS (2017)
Keyphrases
- super resolution
- variational inference
- high resolution
- bayesian inference
- low resolution
- topic models
- posterior distribution
- image reconstruction
- gaussian process
- probabilistic model
- variational methods
- latent dirichlet allocation
- mixture model
- closed form
- high quality
- motion estimation
- image analysis
- multi frame
- depth map
- hyperparameters
- probability distribution
- image processing
- generative model
- image quality
- latent variables
- text mining
- prior knowledge