102 citations · 117 across the 5 of their papers we have counts for
5 papers
SC-HVPPNet: Spatial and Channel Hybrid-Attention Video Post-Processing Network with CNN and Transformer
Tong Zhang, Wenxue Cui, Shaohui Liu +1
Convolutional Neural Network (CNN) and Transformer have attracted much attention recently for video post-processing (VPP). However, the interaction between CNN and Transformer in e…
Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling
Wenxue Cui, Xiaopeng Fan, Jian Zhang +1
Inspired by certain optimization solvers, the deep unfolding network (DUN) has attracted much attention in recent years for image compressed sensing (CS). However, there still exis…
Hierarchical Interactive Reconstruction Network For Video Compressive Sensing
Tong Zhang, Wenxue Cui, Chen Hui +1
Deep network-based image and video Compressive Sensing(CS) has attracted increasing attentions in recent years. However, in the existing deep network-based CS methods, a simple sta…
Fast Hierarchical Deep Unfolding Network for Image Compressed Sensing
Wenxue Cui, Shaohui Liu, Debin Zhao
By integrating certain optimization solvers with deep neural network, deep unfolding network (DUN) has attracted much attention in recent years for image compressed sensing (CS). H…
Image Compressed Sensing Using Non-local Neural Network
Wenxue Cui, Shaohui Liu, Feng Jiang +1
Deep network-based image Compressed Sensing (CS) has attracted much attention in recent years. However, the existing deep network-based CS schemes either reconstruct the target ima…