no code implementations • 18 Nov 2019 • Yunyi Li, Li Liu, Yu Zhao, Xiefeng Cheng, Guan Gui
The popular L_2-norm and M-estimator are employed for standard image CS and robust CS problem to fit the data respectively.
no code implementations • 10 Jul 2019 • Yunyi Li, Guan Gui, Xiefeng Cheng
Recently, low-rank matrix recovery theory has been emerging as a significant progress for various image processing problems.
no code implementations • 23 Mar 2019 • Yunyi Li, Fei Dai, Yu Zhao, Xiefeng Cheng, Guan Gui
Group-prior based regularization method has led to great successes in various image processing tasks, which can usually be considered as a low-rank matrix minimization problem.
Image and Video Processing