Shuhang Gu

Best Publications

• Weighted Nuclear Norm Minimization with Application to Image Denoising

  Shuhang Gu;Lei Zhang;Wangmeng Zuo;Xiangchu Feng

  2350
  Citations

• Learning Deep CNN Denoiser Prior for Image Restoration

  Kai Zhang;Wangmeng Zuo;Shuhang Gu;Lei Zhang

  2096
  Citations

• NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results

  Radu Timofte;Shuhang Gu;Luc Van Gool;Lei Zhang

  1100
  Citations

• Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images

  Jianrui Cai;Shuhang Gu;Lei Zhang

  1074
  Citations

• Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

  Shuhang Gu;Qi Xie;Deyu Meng;Wangmeng Zuo

  854
  Citations

• Learning Convolutional Networks for Content-Weighted Image Compression

  Mu Li;Wangmeng Zuo;Shuhang Gu;Debin Zhao

  417
  Citations

• Convolutional Sparse Coding for Image Super-Resolution

  Shuhang Gu;Wangmeng Zuo;Qi Xie;Deyu Meng

  402
  Citations

• Projective dictionary pair learning for pattern classification

  Shuhang Gu;Lei Zhang;Wangmeng Zuo;Xiangchu Feng

  334
  Citations

• Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization

  Qi Xie;Qian Zhao;Deyu Meng;Zongben Xu

  265
  Citations

• You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network

  Boyun Li;Yuanbiao Gou;Shuhang Gu;Jerry Zitao Liu

  246
  Citations

• Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation

  Shuhang Gu;Deyu Meng;Wangmeng Zuo;Lei Zhang

  236
  Citations

• Video Super-Resolution with Recurrent Structure-Detail Network

  Takashi Isobe;Takashi Isobe;Xu Jia;Shuhang Gu;Songjiang Li

  232
  Citations

• Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression

  Yawei Li;Shuhang Gu;Christoph Mayer;Luc Van Gool

  209
  Citations

• Video Rain Streak Removal by Multiscale Convolutional Sparse Coding

  Minghan Li;Qi Xie;Qian Zhao;Wei Wei

  206
  Citations

• Self-Guided Network for Fast Image Denoising

  Shuhang Gu;Yawei Li;Luc Van Gool;Radu Timofte

  185
  Citations

• Flow-based Kernel Prior with Application to Blind Super-Resolution

  Jingyun Liang;Kai Zhang;Shuhang Gu;Luc Van Gool

  166
  Citations

• PIRM challenge on perceptual image enhancement on smartphones: Report

  Andrey Ignatov;Radu Timofte;Thang Van Vu;Tung Minh Luu

  159
  Citations

• Revisiting Random Channel Pruning for Neural Network Compression

  Unknown

  153
  Citations

• Learning Deep CNN Denoiser Prior for Image Restoration

  Kai Zhang;Wangmeng Zuo;Shuhang Gu;Lei Zhang

  147
  Citations

• Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training

  Yunxuan Wei;Shuhang Gu;Yawei Li;Radu Timofte

  136
  Citations