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Accurate Image Super-Resolution Using Very Deep Convolutional Networks

14 November 2015

Kyoung Mu Lee

Papers citing "Accurate Image Super-Resolution Using Very Deep Convolutional Networks"

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Title
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 170 6 0 24 Mar 2023
PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-ResolutionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Hansheng Guo Juncheng Li Guangwei Gao Zhi Li T. Zeng ViT 115 18 0 24 Mar 2023
Human Guided Ground-truth Generation for Realistic Image Super-resolutionComputer Vision and Pattern Recognition (CVPR), 2023 Duanyou Chen Jie Liang Xindong Zhang Ming-Yu Liu Huiyu Zeng Lei Zhang 164 23 0 23 Mar 2023
CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images Michele Pascale V. Muthurangu J. Tordera H. Fitzke G. Bhatnagar Stuart Taylor J. Steeden MedIm 201 0 0 21 Mar 2023
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution Xiaotian Weng Yi Chen Zhichao Zheng Yanhui Gu Junsheng Zhou Yudong Zhang 111 1 0 21 Mar 2023
Parameter-Free Channel Attention for Image Classification and Super-Resolution Yuxuan Shi Lingxiao Yang Wangpeng An Xiantong Zhen Liuqing Wang SupR 89 3 0 20 Mar 2023
LSwinSR: UAV Imagery Super-Resolution based on Linear Swin TransformerIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Rui Li Xiaowei Zhao 148 10 0 17 Mar 2023
SRFormer: Permuted Self-Attention for Single Image Super-Resolution Yupeng Zhou Zerui Li Chunle Guo S. Bai Ming-Ming Cheng Qibin Hou 104 36 0 17 Mar 2023
Iterative Soft Shrinkage Learning for Efficient Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Jiamian Wang Huan Wang Yulun Zhang Yun Fu Zhiqiang Tao SupR 152 4 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image RestorationIEEE International Conference on Computer Vision (ICCV), 2023 Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 348 330 0 16 Mar 2023
A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU W. Zhao Qi Sun Yang Bai Wenbo Li Haisheng Zheng Bei Yu Martin D. F. Wong SupR 126 12 0 16 Mar 2023
Deep Learning for Iris Recognition: A Review Yi Yin Si-Liang He Renye Zhang Hongli Chang Xu Han Jinghua Zhang PILM 139 21 0 15 Mar 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data OverfittingComputer Vision and Pattern Recognition (CVPR), 2023 Gen Li Jie Ji Minghai Qin Wei Niu Bin Ren Fatemeh Afghah Lin Guo Xiaolong Ma SupR 200 18 0 15 Mar 2023
Recursive Generalization Transformer for Image Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023 Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang ViT 228 61 0 11 Mar 2023
A New Super-Resolution Measurement of Perceptual Quality and Fidelity Shengfu Cheng SupR 104 1 0 10 Mar 2023
Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective M. Afrasiabi Reshad Hosseini A. Abbasfar 115 1 0 06 Mar 2023
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023 Gaochao Song Luo Zhang Ran Su Jianfeng Shi Yingchuan He Qian Sun SupR 159 20 0 02 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2023 Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 227 274 0 01 Mar 2023
GRAN: Ghost Residual Attention Network for Single Image Super Resolution Axi Niu Pei Wang Yu Zhu Jinqiu Sun Qingsen Yan Yanning Zhang SupR 133 9 0 28 Feb 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 225 164 0 27 Feb 2023
LSR: A Light-Weight Super-Resolution MethodInternational Conference on Information Photonics (ICIP), 2023 Wei Wang Xuejing Lei Yueru Chen Ming-Sui Lee C.-C. Jay Kuo 114 3 0 27 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 271 9 0 22 Feb 2023
Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Zhengyu Liang Yingqian Wang Longguang Wang Jungang Yang Shilin Zhou Yike Guo 301 58 0 16 Feb 2023
Continuous Remote Sensing Image Super-Resolution based on Context Interaction in Implicit Function SpaceIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Ke-Jia Chen Wenyuan Li Sen Lei Jianqi Chen Xiaolong Jiang Zhengxia Zou Z. Shi SupR 179 59 0 16 Feb 2023
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild Hshmat Sahak Daniel Watson Chitwan Saharia David Fleet DiffM 143 64 0 15 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion Xi Zhang Xiaolin Wu 158 4 0 13 Feb 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 219 3 0 26 Jan 2023
Trainable Loss Weights in Super-Resolution Arash Chaichi Mellatshahi S. Kasaei SupR 272 0 0 25 Jan 2023
Deep Convolutional Framelet Denoising for Panoramic by Mixed Wavelet Integration Masoud Mohammadi Seyed Javad Mahdavi Chabok MedIm 118 0 0 25 Jan 2023
FPANet: Frequency-based Video Demoireing using Frame-level Post AlignmentNeural Networks (Neural Netw.), 2023 Gyeongrok Oh Heon Gu Jinkyu Kim Sangpil Kim 206 8 0 18 Jan 2023
Deep Residual Axial Networks Nazmul Shahadat Anthony Maida 3DPC 223 6 0 11 Jan 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Xiang Li Jin-shan Pan Jinhui Tang Jiangxin Dong 152 53 0 05 Jan 2023
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid NetworkIEEE transactions on multimedia (IEEE TMM), 2022 Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 137 23 0 29 Dec 2022
Cross-Resolution Flow Propagation for Foveated Video Super-ResolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Eugene Lee Lien-Feng Hsu E. Chen Chen-Yi Lee SupR 167 3 0 27 Dec 2022
Infrared Image Super-Resolution: Systematic Review, and Future Trends Y. Huang Tomo Miyazaki Xiao-Fang Liu S. Omachi SupR 542 17 0 22 Dec 2022
FunkNN: Neural Interpolation for Functional GenerationInternational Conference on Learning Representations (ICLR), 2022 AmirEhsan Khorashadizadeh Anadi Chaman Valentin Debarnot Ivan Dokmanić 220 7 0 20 Dec 2022
Reference-based Image and Video Super-Resolution via C2-MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yuming Jiang Kelvin C. K. Chan Xintao Wang Chen Change Loy Ziwei Liu SupR 251 14 0 19 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qijian Zhang Xianqiang Lyu Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 250 41 0 17 Dec 2022
Single Cell Training on Architecture Search for Image Denoising Bokyeung Lee Kyungdeuk Ko Jonghwan Hong Hanseok Ko 122 1 0 13 Dec 2022
4K-NeRF: High Fidelity Neural Radiance Fields at Ultra High Resolutions Zhongshu Wang Lingzhi Li Zhen Shen Li Shen Liefeng Bo 200 39 0 09 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022 Jingyun Liang Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Lucas Beerens Yulun Zhang Radu Timofte Luc Van Gool SupR 337 77 0 08 Dec 2022
Bridging Component Learning with Degradation Modelling for Blind Image Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2022 Yixuan Wu Feng Li Yuxi Liu Weisi Lin Runmin Cong Yao-Min Zhao SupR 145 21 0 03 Dec 2022
Learning Detail-Structure Alternative Optimization for Blind Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2022 Feng Li Yixuan Wu Yuxi Liu Weisi Lin Runmin Cong Yao-Min Zhao SupR 121 54 0 03 Dec 2022
Downscaling Extreme Rainfall Using Physical-Statistical Generative Adversarial Learning Anamitra Saha S. Ravela 95 7 0 02 Dec 2022
Global Learnable Attention for Single Image Super-ResolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Jiajun Yin F. I. C. L. Philip Chen 182 53 0 02 Dec 2022
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 170 18 0 01 Dec 2022
Knowledge Distillation based Degradation Estimation for Blind Super-ResolutionInternational Conference on Learning Representations (ICLR), 2022 Bin Xia Yulun Zhang Yitong Wang Yapeng Tian Wenming Yang Radu Timofte Luc Van Gool 234 40 0 30 Nov 2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2022 Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 127 19 0 30 Nov 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 142 1 0 30 Nov 2022
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-ResolutionIEEE Access (IEEE Access), 2022 Hye-Min Moon Jinwoo Jeong Sungjei Kim 173 2 0 29 Nov 2022