Image Denoising via Low Rank Regularization Exploiting Intra and Inter Patch Correlation.
Hangfan LiuRuiqin XiongDong LiuSiwei MaFeng WuWen GaoPublished in: IEEE Trans. Circuits Syst. Video Technol. (2018)
Keyphrases
- image denoising
- low rank
- rank minimization
- trace norm
- total variation
- convex optimization
- minimization problems
- denoising
- natural images
- total variation regularization
- noisy images
- image patches
- regularization term
- matrix factorization
- matrix completion
- partial differential equations
- low rank matrix
- regularization methods
- image processing
- missing data
- augmented lagrangian
- singular value decomposition
- inverse problems
- linear combination
- group lasso
- high dimensional data
- image deblurring
- high order
- wavelet coefficients
- kernel matrix
- semi supervised
- higher order
- norm minimization
- object recognition
- interior point methods
- singular values
- mumford shah
- parameter selection
- anisotropic diffusion
- graph cuts
- multiresolution
- training set
- sparse regression