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Deep Learning for Image Super-resolution: A Survey

16 February 2019

Papers citing "Deep Learning for Image Super-resolution: A Survey"

50 / 118 papers shown

Title
Infrared Image Super-Resolution: Systematic Review, and Future Trends Y. Huang Tomo Miyazaki Xiao-Fang Liu S. Omachi SupR 150 13 0 21 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 304 7 0 12 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation Jiajian Li Jingyun Liang Yong Guo Wenbo Li Yulun Zhang DiffM 156 3 0 04 Feb 2025
Enhancing Events in Neutrino Telescopes through Deep Learning-Driven Super-Resolution Felix J. Yu Nicholas Kamp Carlos A. Arguelles 66 0 0 16 Aug 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 195 2 0 02 Jul 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 157 42 0 17 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 89 19 0 11 Jun 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 184 4 0 01 Mar 2024
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning Pu Ren N. Benjamin Erichson Shashank Subramanian Omer San Z. Lukić Michael W. Mahoney Michael W. Mahoney 91 15 0 24 Jun 2023
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Leilei Gan Xiaoyuan Jing Bingkun Bao Changsheng Xu 100 214 0 13 Aug 2020
NAT: Neural Architecture Transformer for Accurate and Compact Architectures Yong Guo Yin Zheng Mingkui Tan Qi Chen Jian Chen P. Zhao Junzhou Huang 126 84 0 31 Oct 2019
3D Appearance Super-Resolution with Deep Learning Yawei Li Vagia Tsiminaki Radu Timofte Marc Pollefeys Luc van Gool SupR 55 31 0 03 Jun 2019
Towards Real Scene Super-Resolution with Raw Images Xiangyu Xu Yongrui Ma Wenxiu Sun SupR 62 106 0 29 May 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 93 251 0 13 May 2019
Camera Lens Super-Resolution C. Chen Zhiwei Xiong Xinmei Tian Zhengjun Zha Feng Wu SupR 64 145 0 06 Apr 2019
Residual Non-local Attention Networks for Image Restoration Yulun Zhang Kunpeng Li Kai Li Bineng Zhong Y. Fu SupR 68 676 0 24 Mar 2019
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 58 720 0 23 Mar 2019
Learning Parallax Attention for Stereo Image Super-Resolution Longguang Wang Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 44 251 0 14 Mar 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Xuecai Hu Haoyuan Mu Xiangyu Zhang Zilei Wang Tieniu Tan Jian Sun SupR 78 406 0 03 Mar 2019
Deep Network Interpolation for Continuous Imagery Effect Transition Xintao Wang K. Yu Chao Dong Xiaoou Tang Chen Change Loy SupR 89 106 0 26 Nov 2018
Super-Identity Convolutional Neural Network for Face Hallucination Kaipeng Zhang Zhanpeng Zhang Chia-Wen Cheng Winston H. Hsu L. Burget Wen Liu Tong Zhang SupR 50 131 0 06 Nov 2018
Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network Subeesh Vasu T. Nimisha R. Narayanan SupR GAN 66 53 0 01 Nov 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu Tung M. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 74 136 0 03 Oct 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 78 465 0 20 Sep 2018
Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss Yong Guo Qi Chen Jian Chen Junzhou Huang Yanwu Xu Jingyun Liang P. Zhao Mingkui Tan SupR 49 17 0 19 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 42 40 0 13 Sep 2018
Generative adversarial network-based image super-resolution using perceptual content losses Manri Cheon Jun-Hyuk Kim Jun-Ho Choi Jong-Seok Lee SupR 39 42 0 13 Sep 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 83 441 0 03 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 162 3,738 0 01 Sep 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 62 354 0 30 Jul 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 103 4,331 0 08 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 65 977 0 02 Jul 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 204 4,366 0 24 Jun 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 65 651 0 18 May 2018
New Techniques for Preserving Global Structure and Denoising with Low Information Loss in Single-Image Super-Resolution Yijie Bei Alexandru Damian Shijia Hu Sachit Menon Nikhila Ravi Cynthia Rudin SupR 66 21 0 09 May 2018
Image Super-Resolution via Dual-State Recurrent Networks Wei Han Shiyu Chang Ding Liu Mo Yu Michael Witbrock Thomas S. Huang SupR 58 215 0 07 May 2018
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution Ying Qu Hairong Qi C. Kwan SupR 40 206 0 13 Apr 2018
A Fully Progressive Approach to Single-Image Super-Resolution Yifan Wang Federico Perazzi Brian McWilliams A. Sorkine-Hornung O. Sorkine-Hornung Christopher Schroers SupR 80 255 0 09 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 77 983 0 09 Apr 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 65 174 0 30 Mar 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network Zheng Hui Xiumei Wang Xinbo Gao SupR 58 727 0 26 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 84 1,125 0 23 Mar 2018
Depth-aware CNN for RGB-D Segmentation Weiyue Wang Ulrich Neumann SSeg 140 256 0 19 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 89 1,330 0 07 Mar 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
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 159 4,444 0 16 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 115 2,766 0 09 Feb 2018
Frame-Recurrent Video Super-Resolution Mehdi S. M. Sajjadi Raviteja Vemulapalli Matthew A. Brown SupR 52 509 0 14 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,905 0 11 Jan 2018
Joint convolutional neural pyramid for depth map super-resolution Yi Xiao Xiang Cao Xianyi Zhu Renzhi Yang Yan Zheng MDE 3DV SupR 57 13 0 03 Jan 2018