SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers.
Lin LiuShanxin YuanJianzhuang LiuXin GuoYouliang YanQi TianPublished in: AAAI (2022)
Keyphrases
- image restoration
- multi frame
- pre trained
- super resolution
- low resolution
- total variation
- high resolution
- training data
- motion estimation
- point correspondences
- training examples
- blurred images
- computationally efficient
- single image
- image processing
- image sequences
- high quality
- optical flow
- markov random field
- motion analysis
- optic flow
- blind deconvolution
- computer vision
- video frames
- small number
- image segmentation
- viewpoint