Detail preserving image denoising with patch-based structure similarity via sparse representation and SVD

Nonlocal image denoising using edge-based similarity metric and adaptive parameter selection

(2018) Linwei Fan et al.   Science China-Information Sciences

Adaptive Texture-Preserving Denoising Method Using Gradient Histogram and Nonlocal Self-Similarity Priors

(2018) Linwei Fan et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

An Efficient SVD-Based Method for Image Denoising

(2016) Qiang Guo et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Adaptive sparse coding on PCA dictionary for image denoising

(2015) Qian Liu et al.   VISUAL COMPUTER

A Survey of Sparse Representation: Algorithms and Applications

(2015) Zheng Zhang et al.   IEEE Access

Brain extraction based on locally linear representation-based classification

(2014) Meiyan Huang et al.   NEUROIMAGE

Reconstruction of a low-rank matrix in the presence of Gaussian noise

(2013) Andrey A. Shabalin et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Nonlocally Centralized Sparse Representation for Image Restoration

(2012) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Efficient Computation of Robust Weighted Low-Rank Matrix Approximations Using the L_1 Norm

(2012) A. Eriksson et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

SSIM-inspired image restoration using sparse representation

(2012) Abdul Rehman et al.   EURASIP Journal on Advances in Signal Processing

Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering

(2011) Maoguo Gong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Accelerated Dynamic MRI Exploiting Sparsity and Low-Rank Structure: k-t SLR

(2011) Sajan Goud Lingala et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Recursive Least Squares Dictionary Learning Algorithm

(2010) Karl Skretting et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

On the Role of Sparse and Redundant Representations in Image Processing

(2010) Michael Elad et al.   PROCEEDINGS OF THE IEEE

Two-stage image denoising by principal component analysis with local pixel grouping

(2009) Lei Zhang et al.   PATTERN RECOGNITION