Convformer: Dual-Stream Vision Transformers and Convolutional Networks for Image Restoration.
Changzhi YangHuihui PanJue WangPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- image restoration
- low level vision
- image processing
- total variation
- edge preserving
- markov random field
- markov random field models
- iterative image restoration
- super resolution
- wiener filter
- computer vision
- regularization parameter
- restoration algorithm
- image deblurring
- point spread function
- blurred images
- gaussian noise
- restoration method
- image deconvolution
- total least squares
- multiscale
- motion blur
- high level vision
- alternating minimization algorithm
- image segmentation
- modified hopfield neural network
- probabilistic model
- regularization method
- higher order
- belief propagation
- high quality
- kernel estimation
- blur identification
- image sequences
- adaptive neighborhood
- image restoration problems