Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model.
Adarsh RaghunathFabian WagnerMareike ThiesMingxuan GuSabrina PechmannOliver AustDaniela WeidnerGeorgiana NeagGeorg SchettSilke H. ChristiansenStefan UderhardtAndreas K. MaierPublished in: Bildverarbeitung für die Medizin (2023)
Keyphrases
- generative model
- super resolution
- x ray
- high resolution
- electron microscopy
- semi supervised
- low resolution
- transmission electron microscopy
- image reconstruction
- probabilistic model
- low resolution images
- high quality
- motion blur
- prior knowledge
- motion estimation
- em algorithm
- unsupervised learning
- three dimensional
- light field
- image analysis
- expectation maximization
- depth map
- multi view
- remote sensing
- sparse coding
- image formation