Unsupervised Real-World Super-resolution Using Variational Auto-encoder and Generative Adversarial Network.
Kalpesh PrajapatiVishal M. ChudasamaHeena PatelKishor P. UplaKiran B. RajaRaghavendra RamachandraChristoph BuschPublished in: ICPR Workshops (2) (2020)
Keyphrases
- super resolution
- low resolution
- high resolution
- motion estimation
- image reconstruction
- image restoration
- resolution enhancement
- low resolution images
- unsupervised learning
- super resolution reconstruction
- high resolution images
- pixel domain
- image super resolution
- single frame
- high quality
- motion blur
- video super resolution
- multi frame
- image resolution
- optical flow
- depth map
- super resolved
- adaptive regularization
- natural images
- higher resolution
- light field
- image processing
- image patches
- bit rate
- single image super resolution
- motion field
- super resolution algorithm
- generative model
- input image
- image segmentation