Step-Calibrated Diffusion for Biomedical Optical Image Restoration.
Yiwei LyuSung Jik ChaCheng JiangAsadur ChowduryXinhai HouEdward S. HarakeAkhil KondepudiChristian W. FreudigerHonglak LeeTodd C. HollonPublished in: CoRR (2024)
Keyphrases
- image restoration
- total variation
- edge preserving
- image processing
- markov random field
- super resolution
- modified hopfield neural network
- regularization parameter
- blurred images
- image deblurring
- motion blur
- wiener filter
- low level vision
- total least squares
- anisotropic diffusion
- adaptive neighborhood
- regularization method
- image deconvolution
- iterative image restoration
- blind image restoration
- blur identification
- pairwise
- gaussian noise
- post processing
- restoration algorithm
- noise variance
- nonlinear diffusion
- gauss markov random fields
- linear shift invariant