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