Guangming Shi

Nonlocally Centralized Sparse Representation for Image Restoration

Weisheng Dong, Lei Zhang, Guangming Shi et al. · IEEE Transactions on Image Processing · 2012 · 1.5K citations

Sparse Representation, Image Analysis, Engineering +10

Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

Weisheng Dong, Lei Zhang, Guangming Shi · 2013 · 1.1K citations

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach

Weisheng Dong, Guangming Shi, Xin Li · IEEE Transactions on Image Processing · 2012 · 666 citations

Engineering, Machine Learning, Deblurring +21

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

Lei Zhang, Weisheng Dong, David Zhang et al. · Pattern Recognition · 2009 · 639 citations

Image Analysis, Local Pixel Grouping, Engineering +9

Compressive Sensing via Nonlocal Low-Rank Regularization

Weisheng Dong, Guangming Shi, Xin Li et al. · IEEE Transactions on Image Processing · 2014 · 604 citations

Image Reconstruction, Sparse Representation, Engineering +14