9 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.CV2018★ 8 cited
Learning Deep Gradient Descent Optimization for Image Deconvolution
Dong Gong, Zhen Zhang, Qinfeng Shi +3
As an integral component of blind image deblurring, non-blind deconvolution removes image blur with a given blur kernel, which is essential but difficult due to the ill-posed natur…
eess.SP2018★ 9 cited
An Adaptive Markov Random Field for Structured Compressive Sensing
Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong +4
Exploiting intrinsic structures in sparse signals underpins the recent progress in compressive sensing (CS). The key for exploiting such structures is to achieve two desirable prop…
cs.CV2013★ 5 cited
Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations
Zhen Zhang, Qinfeng Shi, Yanning Zhang +2
LP relaxation-based message passing algorithms provide an effective tool for MAP inference over Probabilistic Graphical Models. However, different LP relaxations often have differe…