Nuclear Norm Minus Frobenius Norm Minimization with Rank Residual Constraint for Image Denoising.
Hua HuangYiwen ShanChuan LiZhi WangPublished in: IEICE Trans. Inf. Syst. (2024)
Keyphrases
- image denoising
- nuclear norm
- norm minimization
- total variation
- convex optimization
- low rank
- minimization problems
- denoising
- matrix completion
- natural images
- low rank matrix
- sparse coding
- sparse representation
- image processing
- unsupervised feature selection
- singular values
- interior point methods
- wavelet coefficients
- rank minimization
- singular value decomposition
- primal dual
- convex relaxation
- object recognition
- least squares
- computer vision
- pairwise
- input image
- wavelet transform