Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy.
Daniele RavìAgnieszka Barbara SzczotkaStephen P. PereiraTom VercauterenPublished in: CoRR (2019)
Keyphrases
- super resolution
- low resolution
- high resolution
- image restoration
- image reconstruction
- supervised learning
- motion estimation
- low resolution images
- resolution enhancement
- image super resolution
- super resolution reconstruction
- high quality
- image resolution
- multi frame
- depth map
- super resolved
- single image super resolution
- image patches
- motion blur
- higher resolution
- video super resolution
- high resolution images
- single frame
- semi supervised
- machine learning
- light field
- unsupervised learning
- training set
- highest resolution
- computer vision
- adaptive regularization