Kai Zhang
Kai Zhang
Verified email at vision.ee.ethz.ch - Homepage
TitleCited byYear
Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising
K Zhang, W Zuo, Y Chen, D Meng, L Zhang
IEEE TIP 2017, code: https://github.com/cszn/DnCNN, 2017
12752017
Learning Deep CNN Denoiser Prior for Image Restoration
K Zhang, W Zuo, S Gu, L Zhang
IEEE CVPR 2017, code: https://github.com/cszn/IRCNN, 2017
3842017
Ntire 2017 challenge on single image super-resolution: Methods and results
R Timofte, E Agustsson, L Van Gool, MH Yang, L Zhang, B Lim, S Son, ...
Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE …, 2017
2782017
FFDNet: Toward a fast and flexible solution for CNN based image denoising
K Zhang, W Zuo, L Zhang
IEEE TIP 2018, code: https://github.com/cszn/FFDNet, 2018
1842018
Extreme learning machine and adaptive sparse representation for image classification
J Cao, K Zhang, M Luo, C Yin, X Lai
Neural networks 81, 91-102, 2016
1242016
Learning a single convolutional super-resolution network for multiple degradations
K Zhang, W Zuo, L Zhang
IEEE CVPR 2018, code: https://github.com/cszn/SRMD, 2018
1172018
Outlier-robust extreme learning machine for regression problems
K Zhang, M Luo
Neurocomputing 151, 1519-1527, 2015
832015
A hybrid approach combining extreme learning machine and sparse representation for image classification
M Luo, K Zhang
Engineering Applications of Artificial Intelligence 27, 228-235, 2014
752014
End-to-End Blind Image Quality Assessment Using Deep Neural Networks
K Ma, W Liu, K Zhang, Z Duanmu, Z Wang, W Zuo
IEEE Transactions on Image Processing 27 (3), 1202-1213, 2018
662018
Ntire 2018 challenge on single image super-resolution: Methods and results
R Timofte, S Gu, J Wu, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
612018
Multi-level wavelet-CNN for image restoration
P Liu, H Zhang, K Zhang, L Lin, W Zuo
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
482018
Toward convolutional blind denoising of real photographs
S Guo, Z Yan, K Zhang, W Zuo, L Zhang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
372019
Joint Learning of Multiple Regressors for Single Image Super-Resolution
K Zhang, B Wang, W Zuo, H Zhang, L Zhang
IEEE Signal Processing Letters 23 (1), 102-106, 2016
312016
Robustness of full implication algorithms based on interval-valued fuzzy inference
M Luo, K Zhang
International Journal of Approximate Reasoning 62, 61-72, 2015
252015
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function
J Cao, K Zhang, H Yong, X Lai, B Chen, Z Lin
IEEE transactions on neural networks and learning systems, 2018
152018
Class relatedness oriented-discriminative dictionary learning for multiclass image classification
D Zhang, P Liu, K Zhang, H Zhang, Q Wang, X Jing
Pattern Recognition 59, 168-175, 2016
132016
Single Image Super-resolution with a Parameter Economic Residual-like Convolutional Neural Network
Z Yang, K Zhang, Y Liang, J Wang
International Conference on Multimedia Modeling, 353-364, 2017
112017
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels
K Zhang, W Zuo, L Zhang
IEEE CVPR 2019, code: https://github.com/cszn/DPSR, 2019
102019
Single image super-resolution via a lightweight residual convolutional neural network
Y Liang, Z Yang, K Zhang, Y He, J Wang, N Zheng
arXiv preprint arXiv:1703.08173, 2017
92017
Revisiting Single Image Super-Resolution Under Internet Environment: Blur Kernels and Reconstruction Algorithms
K Zhang, X Zhou, H Zhang, W Zuo
Pacific Rim Conference on Multimedia, 677-687, 2015
72015
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