USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution.
Vikrant RangnekarUddeshya UpadhyayZeynep AkataBiplab BanerjeePublished in: CoRR (2023)
Keyphrases
- super resolution
- high resolution
- low resolution images
- low resolution
- single image
- super resolved
- resolution enhancement
- high resolution images
- super resolution reconstruction
- image resolution
- active learning
- higher resolution
- multi frame
- super resolution algorithm
- image super resolution
- imaging process
- image restoration
- adaptive regularization
- image reconstruction
- image data
- degraded images
- single frame
- image synthesis
- spatial resolution
- high quality
- back projection
- low quality images
- projection onto convex sets
- test images
- image classification
- input image
- image segmentation
- image representation
- motion estimation
- machine learning
- reconstruction method
- motion blur
- pixel values
- remote sensing
- three dimensional
- computer vision