Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data.
Francesco P. RamunnoStefan HacksteinVitaliy KinakhMariia DrozdovaGuillaume QuétantAndré CsillaghySviatoslav VoloshynovskiyPublished in: CoRR (2024)
Keyphrases
- maximum likelihood
- denoising
- data sets
- raw data
- database
- synthetic data
- input data
- training data
- probabilistic model
- image data
- data sources
- data collection
- image processing
- probability distribution
- missing data
- data acquisition
- real world
- end users
- data points
- graphical models
- data analysis
- data processing
- missing values