Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang, Wangmeng Zuo, Yunjin Chen, +2

IEEE Transactions on Image Processing

SwinIR: Image Restoration Using Swin Transformer

Jingyun Liang, Jiezhang Cao, Guolei Sun, +3

DeblurringConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +12

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu, +1

DeblurringConvolutional Neural NetworkImage AnalysisMachine VisionDeep Learning +13

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Eirikur Agustsson, Luc Van Gool, +71

Rich DetailsSuper-resolution ImagingMachine VisionImage AnalysisMedical Imaging +12

Toward Convolutional Blind Denoising of Real Photographs

Shi Guo, Zifei Yan, Kai Zhang, +2

DeblurringConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +12

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations

Kai Zhang, Wangmeng Zuo, Lei Zhang

Super-resolution ImagingImage AnalysisMachine VisionData ScienceMachine Learning +12

Multi-level Wavelet-CNN for Image Restoration

Pengju Liu, Hongzhi Zhang, Kai Zhang, +2

DeblurringBetter TradeoffConvolutional Neural NetworkImage AnalysisMachine Vision +11

End-to-End Blind Image Quality Assessment Using Deep Neural Networks

Kede Ma, Wentao Liu, Kai Zhang, +3

IEEE Transactions on Image Processing

Convolutional Neural NetworkEngineeringMachine LearningQuality PredictionAutoencoders +14

NeRF++: Analyzing and Improving Neural Radiance Fields

Kai Zhang, Gernot Riegler, Noah Snavely, +1

arXiv (Cornell University)

Image AnalysisMachine VisionDeep LearningRadiance FieldsEngineering +11

Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels

Kai Zhang, Wangmeng Zuo, Lei Zhang

DeblurringDeep SisrDeep Neural NetworksImage AnalysisMachine Learning +10