SIR-SRGAN: Super-Resolution Generative Adversarial Networks with Self-Interpolation Ranker.
Jun-Hong HuangHai-Kun WangZhi-Wu LiaoPublished in: BMVC (2021)
Keyphrases
- super resolution
- low resolution
- high resolution
- resolution enhancement
- super resolution algorithm
- image reconstruction
- image restoration
- low resolution images
- motion estimation
- high resolution images
- image super resolution
- motion blur
- super resolution reconstruction
- high quality
- single frame
- super resolved
- depth map
- multi frame
- video super resolution
- back projection
- model parameters are estimated
- higher resolution
- image resolution
- generative model
- image patches
- adaptive regularization
- image interpolation
- light field
- interpolation methods
- super resolution image reconstruction
- interpolation method
- unsupervised learning
- em algorithm
- maximum likelihood
- single image super resolution
- multiresolution
- spatio temporal