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KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution

21 September 2022

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Papers citing "KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution"

34 / 34 papers shown

Title
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 181 0 0 03 Jan 2025
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 85 80 0 11 Jan 2022
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 195 2,956 0 23 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 129 1,177 0 22 Jul 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining Hong Wang Qi Xie Qian Zhao Yuexiang Li Yong Liang Yefeng Zheng Deyu Meng 59 38 0 14 Jul 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang Tieniu Tan SupR 109 34 0 14 May 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution Longguang Wang Yingqian Wang Xiaoyu Dong Qingyu Xu Jungang Yang W. An Yulan Guo 68 320 0 01 Apr 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 77 130 0 29 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 128 597 0 25 Mar 2021
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 70 631 0 20 Aug 2020
A Model-driven Deep Neural Network for Single Image Rain Removal Hong Wang Qi Xie Qian Zhao Deyu Meng 89 329 0 04 May 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 67 123 0 15 Apr 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 170 545 0 23 Mar 2020
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 82 456 0 14 Sep 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren Peng Sun Qilong Wang Q. Hu W. Zuo 68 273 0 06 Aug 2019
Blind Super-Resolution With Iterative Kernel Correction Jinjin Gu Hannan Lu W. Zuo Chao Dong SupR 87 478 0 06 Apr 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 45 363 0 29 Mar 2019
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net Qi Xie Minghao Zhou Qian Zhao Deyu Meng W. Zuo Zongben Xu 53 218 0 10 Jan 2019
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 105 4,333 0 08 Jul 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,325 0 24 Feb 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 111 913 0 17 Dec 2017
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 88 857 0 17 Dec 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 138 2,127 0 11 Oct 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 185 5,924 0 10 Jul 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 127 2,445 0 12 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 154 1,847 0 11 Apr 2017
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool 76 520 0 08 Apr 2017
Is the deconvolution layer the same as a convolutional layer? Wenzhe Shi Jose Caballero Lucas Theis Ferenc Huszár Andrew P. Aitken C. Ledig Zehan Wang 76 139 0 22 Sep 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 69 1,544 0 23 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Deeply-Recursive Convolutional Network for Image Super-Resolution Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 144 2,508 0 14 Nov 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 69 1,181 0 15 Oct 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 166 8,091 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014