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Deep Learning for Single Image Super-Resolution: A Brief Review
v1v2v3 (latest)

Deep Learning for Single Image Super-Resolution: A Brief Review

9 August 2018
Wenming Yang
Xuechen Zhang
Yapeng Tian
Wei Wang
Jing-Hao Xue
ArXiv (abs)PDFHTML

Papers citing "Deep Learning for Single Image Super-Resolution: A Brief Review"

50 / 213 papers shown
High-Resolution Magnetic Particle Imaging System Matrix Recovery Using a Vision Transformer with Residual Feature Network
High-Resolution Magnetic Particle Imaging System Matrix Recovery Using a Vision Transformer with Residual Feature NetworkBiomedical Signal Processing and Control (BSPC), 2025
Abuobaida M.Khair
Wenjing Jiang
Yousuf Babiker M. Osman
Wenjun Xia
Xiaopeng Ma
127
0
0
04 Nov 2025
Biology-driven assessment of deep learning super-resolution imaging of the porosity network in dentin
Biology-driven assessment of deep learning super-resolution imaging of the porosity network in dentin
Lauren Anderson
Lucas Chatelain
Nicolas Tremblay
Kathryn Grandfield
David Rousseau
Aurélien Gourrier
224
2
0
09 Oct 2025
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future ProspectsProceedings of the IEEE (Proc. IEEE), 2025
Le Zhang
Ao Li
Qibin Hou
Ce Zhu
Yonina C. Eldar
SupR
422
4
0
19 Sep 2025
OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution
OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution
Zhiqiang Wu
Zhaomang Sun
Tong Zhou
Bingtao Fu
Ji Cong
Yitong Dong
Huaqi Zhang
Xuan Tang
Xiao He
Xian Wei
DiffM
217
5
0
11 Aug 2025
CD-TVD: Contrastive Diffusion for 3D Super-Resolution with Scarce High-Resolution Time-Varying Data
CD-TVD: Contrastive Diffusion for 3D Super-Resolution with Scarce High-Resolution Time-Varying Data
Chongke Bi
Xin Gao
Jiangkang Deng
Guan
Jun Han
DiffM
276
1
0
11 Aug 2025
Rotation Equivariant Arbitrary-scale Image Super-Resolution
Rotation Equivariant Arbitrary-scale Image Super-ResolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Qi Xie
J. Fu
Zongben Xu
Deyu Meng
SupR
276
4
0
07 Aug 2025
Super Resolved Imaging with Adaptive Optics
Super Resolved Imaging with Adaptive Optics
Robin Swanson
Esther Y. H. Lin
Masen Lamb
Suresh Sivanandam
Kiriakos N. Kutulakos
SupR
218
0
0
06 Aug 2025
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
Ye Zhu
Duo Xu
Zhiwei Deng
J. Tan
Olga Russakovsky
DiffM
462
0
0
09 Jun 2025
SAAT: Synergistic Alternating Aggregation Transformer for Image Super-Resolution
SAAT: Synergistic Alternating Aggregation Transformer for Image Super-Resolution
Jianfeng Wu
Nannan Xu
ViT
254
0
0
04 Jun 2025
A Tree-guided CNN for image super-resolution
A Tree-guided CNN for image super-resolutionIEEE transactions on consumer electronics (IEEE TCE), 2025
Chunwei Tian
Mingjian Song
Xiaopeng Fan
Xiangtao Zheng
Bob Zhang
David C. Zhang
SupR
335
12
0
03 Jun 2025
SeG-SR: Integrating Semantic Knowledge into Remote Sensing Image Super-Resolution via Vision-Language Model
SeG-SR: Integrating Semantic Knowledge into Remote Sensing Image Super-Resolution via Vision-Language ModelIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Bowen Chen
Keyan Chen
Mohan Yang
Zhengxia Zou
Z. Shi
253
1
0
29 May 2025
DArFace: Deformation Aware Robustness for Low Quality Face Recognition
DArFace: Deformation Aware Robustness for Low Quality Face Recognition
Sadaf Gulshad
Abdullah Aldahlawi Thakaa
CVBM
604
0
0
13 May 2025
Unwarping Screen Content Images via Structure-texture Enhancement Network and Transformation Self-estimation
Unwarping Screen Content Images via Structure-texture Enhancement Network and Transformation Self-estimationInternational Conference on Computational Visual Media (ICCVM), 2025
Zhenzhen Xiao
Heng Liu
Bingwen Hu
236
0
0
21 Apr 2025
Burst Image Super-Resolution with Mamba
Burst Image Super-Resolution with Mamba
Ozan Unal
Steven Marty
Dengxin Dai
Mamba
225
0
0
25 Mar 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
Fadeel Sher Khan
Joshua Ebenezer
Hamid Sheikh
Seok-Jun Lee
437
2
0
28 Feb 2025
ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models
ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models
Ehsan Zeraatkar
Salah A Faroughi
Jelena Tešić
717
0
0
10 Feb 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution
Exploring Linear Attention Alternative for Single Image Super-Resolution
Rongchang Lu
Changyu Li
Donghang Li
Guojing Zhang
Jianqiang Huang
Xuelong Li
367
1
0
01 Feb 2025
Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation
Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2025
Xinya Wang
T. Mathai
Boah Kim
Ronald M. Summers
309
0
0
23 Jan 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution
CLIP-SR: Collaborative Linguistic and Image Processing for Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2024
Bingwen Hu
Heng Liu
Zhedong Zheng
Ping Liu
SupR
711
2
0
16 Dec 2024
HAAT: Hybrid Attention Aggregation Transformer for Image
  Super-Resolution
HAAT: Hybrid Attention Aggregation Transformer for Image Super-Resolution
Song-Jiang Lai
Tsun-Hin Cheung
Ka-Chun Fung
Kai-wen Xue
Kin-Man Lama
ViT
574
2
0
27 Nov 2024
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their
  Applications in Supervising Image Reconstruction
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image ReconstructionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Ziqi Gao
Wendi Yang
Yujia Li
Lei Xing
S. Kevin Zhou
330
0
0
31 Oct 2024
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World
  Scenes
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World ScenesAsian Conference on Computer Vision (ACCV), 2024
Omar Elezabi
Zongwei Wu
Radu Timofte
CVBMSupR
454
1
0
07 Oct 2024
WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform
  and Contrastive Learning
WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform and Contrastive Learning
Divine Joseph Appiah
D. Guan
Abdul Nasser Kasule
Mingqiang Wei
337
3
0
07 Oct 2024
Exploring Strengths and Weaknesses of Super-Resolution Attack in
  Deepfake Detection
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection
D. Coccomini
R. Caldelli
Fabrizio Falchi
Claudio Gennaro
Giuseppe Amato
SupRAAML
299
0
0
05 Oct 2024
LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field
LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field
Huan Wang
Feitong Tan
Ziqian Bai
Yinda Zhang
Shichen Liu
...
Anish Prabhu
Rohit Pandey
S. Fanello
Zeng Huang
Yun Fu
278
4
0
26 Sep 2024
Diffusion Models to Enhance the Resolution of Microscopy Images: A
  Tutorial
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial
Harshith Bachimanchi
Giovanni Volpe
292
1
0
24 Sep 2024
Deep Learning based Optical Image Super-Resolution via Generative
  Diffusion Models for Layerwise in-situ LPBF Monitoring
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring
Francis Ogoke
Sumesh Kalambettu Suresh
Jesse Adamczyk
D. Bolintineanu
Anthony Garland
Michael J. Heiden
A. Farimani
276
5
0
20 Sep 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary
Boosting Unconstrained Face Recognition with Targeted Style Adversary
Mohammad Saeed Ebrahimi Saadabadi
Sahar Rahimi Malakshan
Seyed Rasoul Hosseini
Nasser M. Nasrabadi
CVBM
235
1
0
14 Aug 2024
ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition
ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition
Mohammad Saeed Ebrahimi Saadabadi
Sahar Rahimi Malakshan
Ali Dabouei
Nasser M. Nasrabadi
CVBMAAML
426
11
0
20 Jul 2024
Task-driven single-image super-resolution reconstruction of document scans
Task-driven single-image super-resolution reconstruction of document scans
Maciej Zyrek
M. Kawulok
SupR
361
4
0
12 Jul 2024
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric
XiRuo Jiang
Yazhou Yao
Xili Dai
Fumin Shen
Xian-Sheng Hua
Heng-Tao Shen
283
0
0
03 Jul 2024
Adversarial Magnification to Deceive Deepfake Detection through Super
  Resolution
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution
D. Coccomini
R. Caldelli
Giuseppe Amato
Fabrizio Falchi
Claudio Gennaro
AAMLSupR
201
2
0
02 Jul 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network
Zongkai Zhang
Zidong Xu
Wenming Yang
Qingmin Liao
Jing-Hao Xue
MQ3DV
295
1
0
27 May 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
Exploring the Low-Pass Filtering Behavior in Image Super-ResolutionInternational Conference on Machine Learning (ICML), 2024
Haoyu Deng
Zijing Xu
Yule Duan
Xiao Wu
Wenjie Shu
Liang-Jian Deng
SupR
274
11
0
13 May 2024
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an
  OpenFOAM-Embedded Deep Learning Framework
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework
Jesus Gonzalez-Sieiro
David Pardo
Vincenzo Nava
V. M. Calo
Markus Towara
AI4CE
292
4
0
13 May 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution
S. Chu
Zhi-chao Dou
Jeng-Shyang Pan
Shaowei Weng
Junbao Li
ViT
284
12
0
08 May 2024
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time
  series
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series
Aimi Okabayashi
Nicolas Audebert
Simon Donike
Charlotte Pelletier
231
11
0
25 Apr 2024
NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and
  Results
NTIRE 2024 Challenge on Image Super-Resolution (×\times×4): Methods and Results
Zheng Chen
Zongwei Wu
Eduard Zamfir
Kai Zhang
Yulun Zhang
...
Yan Luo
Yanyan Wei
Asif Hussain Khan
C. Micheloni
N. Martinel
SupR
240
73
0
15 Apr 2024
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale
  Volumetric Super-Resolution of Medical Data
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
Wei Fang
Yuxing Tang
Heng Guo
Ming Yuan
Tony C. W. Mok
...
Xin Chen
Zai-De Liu
Le Lu
Ling Zhang
Minfeng Xu
214
19
0
07 Apr 2024
Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using
  SDO/HMI Data and an Attention-Aided Convolutional Neural Network
Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using SDO/HMI Data and an Attention-Aided Convolutional Neural Network
Chunhui Xu
Jinqiao Wang
Haimin Wang
Haodi Jiang
Qin Li
Yasser Abduallah
Yan Xu
132
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0
27 Mar 2024
Climate Downscaling: A Deep-Learning Based Super-resolution Model of
  Precipitation Data with Attention Block and Skip Connections
Climate Downscaling: A Deep-Learning Based Super-resolution Model of Precipitation Data with Attention Block and Skip Connections
Chia-Hao Chiang
Zheng-Han Huang
Liwen Liu
Hsin-Chien Liang
Yi-Chi Wang
Wan-Ling Tseng
Chao Wang
Che-Ta Chen
Ko-Chih Wang
AI4Cl
166
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26 Mar 2024
Learning Dual-Level Deformable Implicit Representation for Real-World
  Scale Arbitrary Super-Resolution
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution
Zhiheng Li
Muheng Li
Jixuan Fan
Lei Chen
Yansong Tang
Jie Zhou
Jiwen Lu
SupR
310
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16 Mar 2024
Generative Adversarial Models for Extreme Downscaling of Climate
  Datasets
Generative Adversarial Models for Extreme Downscaling of Climate Datasets
Guiye Li
Guofeng Cao
AI4CE
179
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Exploring the Relationship: Transformative Adaptive Activation Functions
  in Comparison to Other Activation Functions
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions
Vladimír Kunc
443
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A New Image Quality Database for Multiple Industrial Processes
A New Image Quality Database for Multiple Industrial Processes
Xuanchao Ma
Yanlin Jiang
Hongyan Liu
Chengxu Zhou
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Learning Position-Aware Implicit Neural Network for Real-World Face
  Inpainting
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Bo Zhao
Huan Yang
Jianlong Fu
CVBM
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Physics-constrained convolutional neural networks for inverse problems
  in spatiotemporal partial differential equations
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations
Daniel Kelshaw
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248
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Transforming Image Super-Resolution: A ConvFormer-based Efficient
  Approach
Transforming Image Super-Resolution: A ConvFormer-based Efficient ApproachIEEE Transactions on Image Processing (TIP), 2024
Gang Wu
Junjun Jiang
Junpeng Jiang
Xianming Liu
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329
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Construct 3D Hand Skeleton with Commercial WiFi
Construct 3D Hand Skeleton with Commercial WiFi
Sijie Ji
Xuanye Zhang
Yuanqing Zheng
Mo Li
253
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EPNet: An Efficient Pyramid Network for Enhanced Single-Image
  Super-Resolution with Reduced Computational Requirements
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements
Xin Xu
Jin-Hui Park
Paul Fieguth
SupR
180
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