USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution.
Vikrant RangnekarUddeshya UpadhyayZeynep AkataBiplab BanerjeePublished in: UAI (2023)
Keyphrases
- super resolution
- high resolution
- low resolution images
- single image
- low resolution
- super resolved
- high resolution images
- resolution enhancement
- super resolution reconstruction
- active learning
- higher resolution
- image resolution
- super resolution algorithm
- multi frame
- image super resolution
- image reconstruction
- imaging process
- degraded images
- single frame
- image restoration
- adaptive regularization
- high quality
- single image super resolution
- motion estimation
- input image
- dense motion estimation
- spatial resolution
- back projection
- image processing
- motion blur
- depth map
- high resolution video
- projection onto convex sets
- image classification
- light field
- image synthesis
- test images
- space time
- image segmentation