35 citations · 40 across the 3 of their papers we have counts for
3 papers
math.NA2013★ 35 cited
Total variation with overlapping group sparsity for image deblurring under impulse noise
Gang Liu, Ting-Zhu Huang, Jun Liu +1
The total variation (TV) regularization method is an effective method for image deblurring in preserving edges. However, the TV based solutions usually have some staircase effects.…
math.NA2013★ 3 cited
New explicit thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity and their applications
Gang Liu, Ting-Zhu Huang, Xiao-Guang Lv +1
The least-square regression problems or inverse problems have been widely studied in many fields such as compressive sensing, signal processing, and image processing. To solve this…
cs.CV2013★ 2 cited
Image Restoration using Total Variation with Overlapping Group Sparsity
Jun Liu, Ting-Zhu Huang, Ivan W. Selesnick +2
Image restoration is one of the most fundamental issues in imaging science. Total variation (TV) regularization is widely used in image restoration problems for its capability to p…