Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization.
Gerald BaierWei HeNaoto YokoyaPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- sar images
- low rank
- synthetic aperture radar
- rank minimization
- speckle noise
- total variation regularization
- image denoising
- convex optimization
- denoising
- total variation
- wavelet domain
- ultrasound images
- matrix factorization
- missing data
- linear combination
- singular value decomposition
- high order
- semi supervised
- image restoration
- noise reduction
- high dimensional data
- kernel matrix
- edge detector
- additive noise
- image deblurring
- image processing
- higher order
- noisy images
- anisotropic diffusion
- regularization parameter
- low dimensional
- augmented lagrangian
- image reconstruction