HQ-50K: A Large-scale, High-quality Dataset for Image Restoration.
Qinhong YangDongdong ChenZhentao TanQiankun LiuQi ChuJianmin BaoLu YuanGang HuaNenghai YuPublished in: CoRR (2023)
Keyphrases
- image restoration
- high quality
- super resolution
- total variation
- edge preserving
- image processing
- markov random field
- regularization method
- total least squares
- regularization parameter
- wiener filter
- image deblurring
- image deconvolution
- high resolution
- iterative image restoration
- blurred images
- image restoration problems
- modified hopfield neural network
- gaussian noise
- point spread function
- motion blur
- restoration method
- blind image restoration
- blur identification
- computer vision
- three dimensional
- image sequences
- adaptive neighborhood
- markov random field models
- kernel estimation
- restoration algorithm
- color images
- image reconstruction
- low level vision
- image prior