Physics guided neural networks for spatio-temporal super-resolution of turbulent flows.
Tianshu BaoShengyu ChenTaylor T. JohnsonPeyman GiviShervin SammakXiaowei JiaPublished in: UAI (2022)
Keyphrases
- super resolution
- spatio temporal
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- high resolution images
- resolution enhancement
- image sequences
- high quality
- motion estimation
- super resolution reconstruction
- image super resolution
- light field
- adaptive regularization
- moving objects
- single image super resolution
- multi frame
- super resolved
- video super resolution
- space time
- single frame
- image resolution
- depth map
- motion blur
- image patches
- higher resolution
- degraded images
- spatial resolution
- video sequences