Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1808.03344
Cited By
v1
v2
v3 (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
Re-assign community
ArXiv (abs)
PDF
HTML
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
Biomedical 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
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
Proceedings 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
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
Chongke Bi
Xin Gao
Jiangkang Deng
Guan
Jun Han
DiffM
276
1
0
11 Aug 2025
Rotation Equivariant Arbitrary-scale Image Super-Resolution
IEEE 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
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
Jianfeng Wu
Nannan Xu
ViT
254
0
0
04 Jun 2025
A Tree-guided CNN for image super-resolution
IEEE 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
IEEE 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
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
International 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
Ozan Unal
Steven Marty
Dengxin Dai
Mamba
225
0
0
25 Mar 2025
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
Ehsan Zeraatkar
Salah A Faroughi
Jelena Tešić
717
0
0
10 Feb 2025
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
IEEE 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
IEEE 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
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
IEEE 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
Asian Conference on Computer Vision (ACCV), 2024
Omar Elezabi
Zongwei Wu
Radu Timofte
CVBM
SupR
454
1
0
07 Oct 2024
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
D. Coccomini
R. Caldelli
Fabrizio Falchi
Claudio Gennaro
Giuseppe Amato
SupR
AAML
299
0
0
05 Oct 2024
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
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
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
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
Mohammad Saeed Ebrahimi Saadabadi
Sahar Rahimi Malakshan
Ali Dabouei
Nasser M. Nasrabadi
CVBM
AAML
426
11
0
20 Jul 2024
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
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
D. Coccomini
R. Caldelli
Giuseppe Amato
Fabrizio Falchi
Claudio Gennaro
AAML
SupR
201
2
0
02 Jul 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network
Zongkai Zhang
Zidong Xu
Wenming Yang
Qingmin Liao
Jing-Hao Xue
MQ
3DV
295
1
0
27 May 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
International 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
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
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
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
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
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
Chunhui Xu
Jinqiao Wang
Haimin Wang
Haodi Jiang
Qin Li
Yasser Abduallah
Yan Xu
132
5
0
27 Mar 2024
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
8
0
26 Mar 2024
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
5
0
16 Mar 2024
Generative Adversarial Models for Extreme Downscaling of Climate Datasets
Guiye Li
Guofeng Cao
AI4CE
179
0
0
21 Feb 2024
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions
Vladimír Kunc
443
3
0
14 Feb 2024
A New Image Quality Database for Multiple Industrial Processes
Xuanchao Ma
Yanlin Jiang
Hongyan Liu
Chengxu Zhou
Ke Gu
258
1
0
25 Jan 2024
Learning Position-Aware Implicit Neural Network for Real-World Face Inpainting
Bo Zhao
Huan Yang
Jianlong Fu
CVBM
254
3
0
19 Jan 2024
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations
Daniel Kelshaw
Luca Magri
248
3
0
18 Jan 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach
IEEE Transactions on Image Processing (TIP), 2024
Gang Wu
Junjun Jiang
Junpeng Jiang
Xianming Liu
SupR
329
40
0
11 Jan 2024
Construct 3D Hand Skeleton with Commercial WiFi
Sijie Ji
Xuanye Zhang
Yuanqing Zheng
Mo Li
253
26
0
24 Dec 2023
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements
Xin Xu
Jin-Hui Park
Paul Fieguth
SupR
180
0
0
20 Dec 2023
1
2
3
4
5
Next
Page 1 of 5