Image Completion
J. Cao, J. Zhou, X. Liu, W. Wang, P. Tao, J. Wang, “Low-rank image completion with entropy features”, Machine Vision and Applications, Volume 28, Issue 1, pages 129-139, February 2017.
Image Restoration
C. Lau, Y. Lai, L. Lui, "Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasi conformal Maps", Preprint, April 2017.
J. Wang, J. Chen, Q. Zhu, “The Application of the Accelerated Proximal Gradient Descent Algorithm for the Solution of the Weighted Schatten-p Norm in Sparse Noise Extraction”, Circuits, Systems, and Signal Processing, May 2024.
J. Gao, H. Wang, J. Peng, "Hyperspectral Image Restoration via RPCA Model based on Spectral-Spatial Correlated Total Variation Regularizer", Neurocomputing, December 2024.
Image Denoising
S. Gu, L. Zhang, W. Zuo, and X. Feng, "Weighted nuclear norm minimization with application to image denoising", Preprint, March 2014.
J. Wang, M. Wan, X. Hu, S. Yan, "Visual processing by a unified schatten-p norm and lq norm regularized principal component pursuit", Journal of Optimization Theory and Applications, April 2014.
H. Wang, Y. Cen, Z. He, R. Zhao, Y. Cen, F. Zhang, "Robust Generalized Low-Rank Decomposition of Multimatrices for Image Recovery", IEEE Transactions on Multimedia, Volume 19, No. 5, pages 969-983, May 2017.
C. Tan, J. Chen, L. Chau, "Edge-preserving rain removal for light field images based on RPCA”, International Conference on Digital Signal Processing, DSP 2017, pages 1-5, London, UK, 2017.
H. Dong, J. Yua, C. Xiao, "Dual Reweighted lp-Norm Minimization for Salt-and-pepper Noise Removal", Preprint, 2018.
H. Wang, Y. Li, Y. Cen, Z. He, L. Zhang, "Multi-Matrices Low-Rank Decomposition with Structural Smoothness for Image Denoising", IEEE Transactions on Circuits and Systems for Video Technology, 2019.
T. Chen, Q. Xiang, D. Zhao, L. Sun, "An Unsupervised Image Denoising Method using a Nonconvex Low-Rank Model with TV Regularization", MDPI Applied Sciences, 2023.
Image Inpainting
H. Xue, S. Zhang D. Cai, “Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization”, IEEE Transactions on Image Processing, Volume 26, no. 9, pages 4311-4320, September 2017.