Super-Resolution with Noisy Measurements: Reconciling Upper and Lower Bounds.
Heng QiaoSina ShahsavariPiya PalPublished in: ICASSP (2020)
Keyphrases
- upper and lower bounds
- super resolution
- noisy measurements
- low resolution
- high resolution
- upper bound
- lower bound
- single image
- low resolution images
- motion estimation
- image motion
- lower and upper bounds
- image sequences
- super resolution reconstruction
- high quality
- depth map
- sample complexity
- multi frame
- optical flow
- learning algorithm
- field of view
- d scene
- motion model
- video sequences
- markov random field