SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers.
Lin LiuShanxin YuanJianzhuang LiuXin GuoYouliang YanQi TianPublished in: CoRR (2021)
Keyphrases
- image restoration
- multi frame
- pre trained
- super resolution
- low resolution
- high resolution
- training data
- motion estimation
- total variation
- point correspondences
- training examples
- image sequences
- high quality
- single image
- image processing
- markov random field
- motion analysis
- computer vision
- computationally efficient
- data sets
- optic flow
- blurred images
- filtering algorithm
- blind deconvolution
- learning algorithm
- video frames
- sparse representation
- image segmentation
- small number
- support vector
- similarity measure