Kai Zhang

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

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.5K citations · Full text

SwinIR: Image Restoration Using Swin Transformer

Jingyun Liang, Jiezhang Cao, Guolei Sun et al. · 2021 · 3.9K citations

Deblurring, Convolutional Neural Network, Machine Vision +14

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu et al. · 2017 · 2K citations · Full text

Deblurring, Convolutional Neural Network, Image Analysis +15

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

Radu Timofte, Eirikur Agustsson, Luc Van Gool et al. · 2017 · 1.5K citations

Rich Details, Super-resolution Imaging, Machine Vision +14

Toward Convolutional Blind Denoising of Real Photographs

Shi Guo, Zifei Yan, Kai Zhang et al. · 2019 · 1.1K citations

Deblurring, Convolutional Neural Network, Machine Vision +14