Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties.
Xavier GitiauxShane A. MaloneyAnna JungbluthCarl ShneiderPaul J. WrightAtilim Günes BaydinMichel DeudonYarin GalAlfredo KalaitzisAndrés Muñoz-JaramilloPublished in: CoRR (2019)
Keyphrases
- super resolution
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- motion estimation
- image super resolution
- resolution enhancement
- super resolution reconstruction
- video super resolution
- probabilistic model
- single frame
- high resolution images
- super resolved
- multi frame
- motion blur
- adaptive regularization
- high quality
- image resolution
- super resolution image reconstruction
- iterative reconstruction algorithm
- image patches
- depth map
- light field
- super resolution algorithm
- motion compensation
- natural images