Weighted Nuclear Norm Minimization with Application to Image Denoising

Shuhang Gu, Lei Zhang, Wangmeng Zuo, +1

Sparse RepresentationImage AnalysisEngineeringMedical ImagingConvex Relaxation +12

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu, +1

DeblurringConvolutional Neural NetworkImage AnalysisMachine VisionDeep Learning +13

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

Jianrui Cai, Shuhang Gu, Lei Zhang

IEEE Transactions on Image Processing

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

Shuhang Gu, Qi Xie, Deyu Meng, +3

International Journal of Computer Vision

Low-rank ApproximationImage AnalysisMachine VisionLow Level VisionEngineering +9

Learning Convolutional Networks for Content-Weighted Image Compression

Mu Li, Wangmeng Zuo, Shuhang Gu, +2

Lossy CompressionImage AnalysisMachine LearningData ScienceEngineering +13

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

Radu Timofte, Shuhang Gu, Jiqing Wu, +95

Super-resolution ImagingMachine VisionImage AnalysisMedical ImagingNtire Challenge +11

Convolutional Sparse Coding for Image Super-Resolution

Shuhang Gu, Wangmeng Zuo, Qi Xie, +3

Super-resolution ImagingCsc-sr AlgorithmHigh ResolutionImage AnalysisMachine Vision +11

Projective dictionary pair learning for pattern classification

Shuhang Gu, Lei Zhang, Wangmeng Zuo, +1

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization

Qi Xie, Qian Zhao, Deyu Meng, +4

Multispectral ImagesSparse RepresentationImage AnalysisMachine VisionData Science +13

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

Boyun Li, Yuanbiao Gou, Shuhang Gu, +3

International Journal of Computer Vision

DeblurringEngineeringMachine VisionImage AnalysisVideo Denoising +5